AI Explained en Covering the biggest news of the century - the arrival of smarter-than-human AI. The author of Simple Bench, exposing the remaining human-LLM reasoning gap. Solo Developer of LM Council: https://lmcouncil.ai - Code - INSIDER15Join me at AI Insiders, with exclusive videos and a 1000+ network of AI enthusiasts and professionals: https://www.patreon.com/AIExplainedLinks:AI Insiders: Code - INSIDER15: https://www.patreon.com/AIExplainedMy AI Council App: https://lmcouncil.aiSimple Bench: https://simple-bench.com/Podcast (New!): https://aiexplainedopodcast.buzzsprout.com/Newsletter: https://signaltonoise.beehiiv.com/X: https://twitter.com/AIExplainedYT https://megaphone.imgix.net/podcasts/d5295aee-a44d-11f1-9051-e31366692e94/image/46d6309de52b74fd859ab5892e4deea3.jpg?ixlib=rails-4.3.1&max-w=3000&max-h=3000&fit=crop&auto=format,compress AI Explained no episodic AI Explained Covering the biggest news of the century - the arrival of smarter-than-human AI. The author of Simple Bench, exposing the remaining human-LLM reasoning gap. Solo Developer of LM Council: https://lmcouncil.ai - Code - INSIDER15Join me at AI Insiders, with exclusive videos and a 1000+ network of AI enthusiasts and professionals: https://www.patreon.com/AIExplainedLinks:AI Insiders: Code - INSIDER15: https://www.patreon.com/AIExplainedMy AI Council App: https://lmcouncil.aiSimple Bench: https://simple-bench.com/Podcast (New!): https://aiexplainedopodcast.buzzsprout.com/Newsletter: https://signaltonoise.beehiiv.com/X: https://twitter.com/AIExplainedYT Covering the biggest news of the century - the arrival of smarter-than-human AI. The author of Simple Bench, exposing the remaining human-LLM reasoning gap.

Solo Developer of LM Council: https://lmcouncil.ai - Code - INSIDER15

Join me at AI Insiders, with exclusive videos and a 1000+ network of AI enthusiasts and professionals: https://www.patreon.com/AIExplained

Links:
AI Insiders: Code - INSIDER15: https://www.patreon.com/AIExplained
My AI Council App: https://lmcouncil.ai
Simple Bench: https://simple-bench.com/
Podcast (New!): https://aiexplainedopodcast.buzzsprout.com/
Newsletter: https://signaltonoise.beehiiv.com/
X: https://twitter.com/AIExplainedYT

]]> AI Explained lenfrfr@gmail.com Bad AI Predictions: Bard Upgrade, 2 Years to AI Auto-Money, OpenAI Investigation and more Let's examine the developments this week in the world of AI through the lens of predictions made just two years ago. It is hard to contextualise just how crazy the times we are living in without seeing what people thought would be happening now.From the Bard upgrade in vision and spoken language, to Claude 2, Mustafa Suleyman's latest predictions for Inflection AI to xAI reported promises of $200 million to those leaving DeepMind and OpenAI, this brief video tries to cover a lot. And not to forget the FTC's exhaustive investigation OpenAI and Sam Altman's response on twitter.A Brief History of AI: https://www.amazon.co.uk/Brief-History-Artificial-Intelligence-Where/dp/1250770742/ref=sr_1_1?crid=VCZ0CVPTUSO9&keywords=A+brief+history+of+AI&qid=1689587065&sprefix=a+brief+history+of+ai%2Caps%2C76&sr=8-1Bard: https://bard.google.com/PaLM 2 Technical Report: https://arxiv.org/pdf/2305.10403.pdfBard Languages: https://support.google.com/bard/answer/13575153?hl=enPaLI: https://sites.research.google/pali/GPT 4 Story: https://www.reddit.com/r/ChatGPT/comments/120oq1x/i_asked_gpt4_to_write_a_book_the_result_echoes_of/GPT 4 RC: https://openai.com/research/gpt-4Let's Verify Step by Step: https://arxiv.org/pdf/2305.20050.pdfFTC Investigation: https://www.washingtonpost.com/technology/2023/07/13/ftc-openai-chatgpt-sam-altman-lina-khan/Sam Altman Tweet: https://twitter.com/sama/status/1679602638562918405?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5Etweet2021 MATH Forecast: https://bair.berkeley.edu/blog/2021/10/14/forecasting/Metaculus AGI: https://www.metaculus.com/questions/3479/date-weakly-general-ai-is-publicly-known/Claude 2: https://poe.com/Claude-2-100kMillion Dollar AI: https://www.technologyreview.com/2023/07/14/1076296/I, Robot Clip: https://www.youtube.com/watch?v=siHfHUm3HGExAI $200 million: https://www.semafor.com/article/07/14/2023/elon-musk-threw-nine-figure-promises-at-top-ai-researchershttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Sun, 01 Nov 2026 01:37:30 -0000 full AI Explained Let's examine the developments this week in the world of AI through the lens of predictions made just two years ago. It is hard to contextualise just how crazy the times we are living in without seeing what people thought would be happening now.From the Bard upgrade in vision and spoken language, to Claude 2, Mustafa Suleyman's latest predictions for Inflection AI to xAI reported promises of $200 million to those leaving DeepMind and OpenAI, this brief video tries to cover a lot. And not to forget the FTC's exhaustive investigation OpenAI and Sam Altman's response on twitter.A Brief History of AI: https://www.amazon.co.uk/Brief-History-Artificial-Intelligence-Where/dp/1250770742/ref=sr_1_1?crid=VCZ0CVPTUSO9&keywords=A+brief+history+of+AI&qid=1689587065&sprefix=a+brief+history+of+ai%2Caps%2C76&sr=8-1Bard: https://bard.google.com/PaLM 2 Technical Report: https://arxiv.org/pdf/2305.10403.pdfBard Languages: https://support.google.com/bard/answer/13575153?hl=enPaLI: https://sites.research.google/pali/GPT 4 Story: https://www.reddit.com/r/ChatGPT/comments/120oq1x/i_asked_gpt4_to_write_a_book_the_result_echoes_of/GPT 4 RC: https://openai.com/research/gpt-4Let's Verify Step by Step: https://arxiv.org/pdf/2305.20050.pdfFTC Investigation: https://www.washingtonpost.com/technology/2023/07/13/ftc-openai-chatgpt-sam-altman-lina-khan/Sam Altman Tweet: https://twitter.com/sama/status/1679602638562918405?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5Etweet2021 MATH Forecast: https://bair.berkeley.edu/blog/2021/10/14/forecasting/Metaculus AGI: https://www.metaculus.com/questions/3479/date-weakly-general-ai-is-publicly-known/Claude 2: https://poe.com/Claude-2-100kMillion Dollar AI: https://www.technologyreview.com/2023/07/14/1076296/I, Robot Clip: https://www.youtube.com/watch?v=siHfHUm3HGExAI $200 million: https://www.semafor.com/article/07/14/2023/elon-musk-threw-nine-figure-promises-at-top-ai-researchershttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Let's examine the developments this week in the world of AI through the lens of predictions made just two years ago. It is hard to contextualise just how crazy the times we are living in without seeing what people thought would be happening now.

From the Bard upgrade in vision and spoken language, to Claude 2, Mustafa Suleyman's latest predictions for Inflection AI to xAI reported promises of $200 million to those leaving DeepMind and OpenAI, this brief video tries to cover a lot. And not to forget the FTC's exhaustive investigation OpenAI and Sam Altman's response on twitter.

A Brief History of AI: https://www.amazon.co.uk/Brief-History-Artificial-Intelligence-Where/dp/1250770742/ref=sr_1_1?crid=VCZ0CVPTUSO9&keywords=A+brief+history+of+AI&qid=1689587065&sprefix=a+brief+history+of+ai%2Caps%2C76&sr=8-1
Bard: https://bard.google.com/
PaLM 2 Technical Report: https://arxiv.org/pdf/2305.10403.pdf
Bard Languages: https://support.google.com/bard/answer/13575153?hl=en
PaLI: https://sites.research.google/pali/
GPT 4 Story: https://www.reddit.com/r/ChatGPT/comments/120oq1x/i_asked_gpt4_to_write_a_book_the_result_echoes_of/
GPT 4 RC: https://openai.com/research/gpt-4
Let's Verify Step by Step: https://arxiv.org/pdf/2305.20050.pdf
FTC Investigation: https://www.washingtonpost.com/technology/2023/07/13/ftc-openai-chatgpt-sam-altman-lina-khan/
Sam Altman Tweet: https://twitter.com/sama/status/1679602638562918405?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5Etweet
2021 MATH Forecast: https://bair.berkeley.edu/blog/2021/10/14/forecasting/
Metaculus AGI: https://www.metaculus.com/questions/3479/date-weakly-general-ai-is-publicly-known/
Claude 2: https://poe.com/Claude-2-100k
Million Dollar AI: https://www.technologyreview.com/2023/07/14/1076296/
I, Robot Clip: https://www.youtube.com/watch?v=siHfHUm3HGE
xAI $200 million: https://www.semafor.com/article/07/14/2023/elon-musk-threw-nine-figure-promises-at-top-ai-researchers

https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/

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]]> 861 no ‘Advanced Voice’ ChatGPT Just Happened … But There's 3 Other Stories You Probably Shouldn’t Ignore Advanced Voice is here, but is it even the biggest story? After some quick ChatGPT Voice tips, I’ll show you how the scale of OpenAI’s ambitions just got 5x’ed: superintelligence is now a serious endeavour. Then, Gemini 1.5 Pro 002, the awkwardly named model that I pit against o1 preview. Finally, NotebookLM, a tool that I would be stunned if you can’t imagine one use for. Guess starring a other news items that have missed your radar, it’s all starting to make me wonder if AI’ll ever slow down… Assembly AI Speech to Text: https://www.assemblyai.com/?utm_source=youtube&utm_medium=influencer&utm_campaign=ai_explainedhttps://www.assemblyai.com/blog/ald-improvements/AI Insiders: https://www.patreon.com/AIExplainedChapters:00:00 - Intro00:40 - Voice Tips01:47 - Altman Predictions04:10 - Story 107:36 - Story 213:33 - Story 3Voice Rollout ‘Early’: https://x.com/sama/status/1838864011321872407Challenges: https://x.com/joannejang/status/18386587576368213225-7 5GW (!) Data Centers: https://www.bloomberg.com/news/articles/2024-09-24/openai-pitched-white-house-on-unprecedented-data-center-buildout3 Mile Island Microsoft: https://www.wired.com/story/the-ai-boom-is-raising-hopes-of-a-nuclear-comeback/Stargate: https://www.theinformation.com/articles/microsoft-and-openai-plot-100-billion-stargate-ai-supercomputer?rc=sy0ihqVideo: https://www.youtube.com/watch?v=KXG2f-So9ooIntelligence Age: https://ia.samaltman.com/Gemini 1.5 Pro 002: https://developers.googleblog.com/en/updated-production-ready-gemini-models-reduced-15-pro-pricing-increased-rate-limits-and-more/Reasoning with o1 (Jerry Tworek): https://www.youtube.com/watch?v=3BkQI3nIiB8NotebookLM: https://notebooklm.google/https://simple-bench.com/Kling AI Motion Brush: https://klingai.com/release-notesMy Coursera Course - The 8 Most Controversial Terms in AI: https://imp.i384100.net/m57g3MNon-hype Newsletter: https://signaltonoise.beehiiv.com/I use Descript to edit my videos (no pauses or filler words!): https://get.descript.com/ldgxfuj2bhnbMany people expense AI Insiders for work. Feel free to use the Template in the 'About Section' of my Patreon. https://www.patreon.com/AIExplained Learn more about your ad choices. Visit megaphone.fm/adchoices Sun, 01 Nov 2026 01:15:00 -0000 full AI Explained Advanced Voice is here, but is it even the biggest story? After some quick ChatGPT Voice tips, I’ll show you how the scale of OpenAI’s ambitions just got 5x’ed: superintelligence is now a serious endeavour. Then, Gemini 1.5 Pro 002, the awkwardly named model that I pit against o1 preview. Finally, NotebookLM, a tool that I would be stunned if you can’t imagine one use for. Guess starring a other news items that have missed your radar, it’s all starting to make me wonder if AI’ll ever slow down… Assembly AI Speech to Text: https://www.assemblyai.com/?utm_source=youtube&utm_medium=influencer&utm_campaign=ai_explainedhttps://www.assemblyai.com/blog/ald-improvements/AI Insiders: https://www.patreon.com/AIExplainedChapters:00:00 - Intro00:40 - Voice Tips01:47 - Altman Predictions04:10 - Story 107:36 - Story 213:33 - Story 3Voice Rollout ‘Early’: https://x.com/sama/status/1838864011321872407Challenges: https://x.com/joannejang/status/18386587576368213225-7 5GW (!) Data Centers: https://www.bloomberg.com/news/articles/2024-09-24/openai-pitched-white-house-on-unprecedented-data-center-buildout3 Mile Island Microsoft: https://www.wired.com/story/the-ai-boom-is-raising-hopes-of-a-nuclear-comeback/Stargate: https://www.theinformation.com/articles/microsoft-and-openai-plot-100-billion-stargate-ai-supercomputer?rc=sy0ihqVideo: https://www.youtube.com/watch?v=KXG2f-So9ooIntelligence Age: https://ia.samaltman.com/Gemini 1.5 Pro 002: https://developers.googleblog.com/en/updated-production-ready-gemini-models-reduced-15-pro-pricing-increased-rate-limits-and-more/Reasoning with o1 (Jerry Tworek): https://www.youtube.com/watch?v=3BkQI3nIiB8NotebookLM: https://notebooklm.google/https://simple-bench.com/Kling AI Motion Brush: https://klingai.com/release-notesMy Coursera Course - The 8 Most Controversial Terms in AI: https://imp.i384100.net/m57g3MNon-hype Newsletter: https://signaltonoise.beehiiv.com/I use Descript to edit my videos (no pauses or filler words!): https://get.descript.com/ldgxfuj2bhnbMany people expense AI Insiders for work. Feel free to use the Template in the 'About Section' of my Patreon. https://www.patreon.com/AIExplained Learn more about your ad choices. Visit megaphone.fm/adchoices Advanced Voice is here, but is it even the biggest story? After some quick ChatGPT Voice tips, I’ll show you how the scale of OpenAI’s ambitions just got 5x’ed: superintelligence is now a serious endeavour. Then, Gemini 1.5 Pro 002, the awkwardly named model that I pit against o1 preview. Finally, NotebookLM, a tool that I would be stunned if you can’t imagine one use for. Guess starring a other news items that have missed your radar, it’s all starting to make me wonder if AI’ll ever slow down…

Assembly AI Speech to Text: https://www.assemblyai.com/?utm_source=youtube&utm_medium=influencer&utm_campaign=ai_explained
https://www.assemblyai.com/blog/ald-improvements/


AI Insiders: https://www.patreon.com/AIExplained

Chapters:
00:00 - Intro
00:40 - Voice Tips
01:47 - Altman Predictions
04:10 - Story 1
07:36 - Story 2
13:33 - Story 3

Voice Rollout ‘Early’: https://x.com/sama/status/1838864011321872407
Challenges: https://x.com/joannejang/status/1838658757636821322
5-7 5GW (!) Data Centers: https://www.bloomberg.com/news/articles/2024-09-24/openai-pitched-white-house-on-unprecedented-data-center-buildout
3 Mile Island Microsoft: https://www.wired.com/story/the-ai-boom-is-raising-hopes-of-a-nuclear-comeback/
Stargate: https://www.theinformation.com/articles/microsoft-and-openai-plot-100-billion-stargate-ai-supercomputer?rc=sy0ihq
Video: https://www.youtube.com/watch?v=KXG2f-So9oo
Intelligence Age: https://ia.samaltman.com/
Gemini 1.5 Pro 002: https://developers.googleblog.com/en/updated-production-ready-gemini-models-reduced-15-pro-pricing-increased-rate-limits-and-more/
Reasoning with o1 (Jerry Tworek): https://www.youtube.com/watch?v=3BkQI3nIiB8
NotebookLM: https://notebooklm.google/
https://simple-bench.com/
Kling AI Motion Brush: https://klingai.com/release-notes


My Coursera Course - The 8 Most Controversial Terms in AI: https://imp.i384100.net/m57g3M

Non-hype Newsletter: https://signaltonoise.beehiiv.com/

I use Descript to edit my videos (no pauses or filler words!): https://get.descript.com/ldgxfuj2bhnb

Many people expense AI Insiders for work. Feel free to use the Template in the 'About Section' of my Patreon. https://www.patreon.com/AIExplained

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 1390 no ‘We Must Slow Down the Race’ – X AI, GPT 4 Can Now Do Science and Altman GPT 5 Statement Starting with the viral FT article 'We must slow down the race to God-like AI' I cover all the week's major developments, and delve deeper into the world of AI alignment. Topics include Musk's new AI company X.AI, a bit of his history with OpenAI, Sam Altman's new comments on GPT 5, and more from the AI Dilemma on whether China will catch up. I also cover two new papers that showcase how GPT 4 can be used to conduct bio-chemical scientific protocols and how this could be used and misused. I bring in Rob Miles to explain why putting a superintelligence on an island might not work out, and cover some of the behind the scenes of Sam Altman's draft version of his plan for AGI. Illustration: STEPHANIE ARNETT/MITTRFinancial Times Article: https://www.ft.com/content/03895dc4-a3b7-481e-95cc-336a524f2ac2Jan Leike Tweet: https://www.youtube.com/watch?v=xoVJKj8lcNQSam Altman Draft and Final Version: https://www.lesswrong.com/posts/uxnjXBwr79uxLkifG/comments-on-openai-s-planning-for-agi-and-beyondhttps://openai.com/blog/planning-for-agi-and-beyondElon Musk X AI: https://www.wsj.com/articles/elon-musks-new-artificial-intelligence-business-x-ai-incorporates-in-nevada-962c7c2fMusk X.AI OpenAI History: https://www.wsj.com/articles/chatgpt-sam-altman-artificial-intelligence-openai-b0e1c8c9Jason Wei Emergent Slides: https://docs.google.com/presentation/d/1EUV7W7X_w0BDrscDhPg7lMGzJCkeaPkGCJ3bN8dluXc/edit?resourcekey=0-7Nz5A7y8JozyVrnDtcEKJA#slide=id.g22901df64bd_1_22Sam Altman GPT 5: https://www.youtube.com/watch?v=4ykiaR2hMqA&t=29sEmergent Abilities of Large Language Models: https://arxiv.org/pdf/2206.07682.pdfEmergent Autonomous Science Paper: https://arxiv.org/ftp/arxiv/papers/2304/2304.05332.pdfChemCrow Paper: https://arxiv.org/pdf/2304.05376.pdfhttps://s10251.pcdn.co/wp-content/uploads/2023/02/2017-Hans-Moravec-Landscape-of-Human-Competence-1920-comp.pngLife 3.0 Diagram: https://s10251.pcdn.co/wp-content/uploads/2023/02/2017-Hans-Moravec-Landscape-of-Human-Competence-1920-comp.pngAI Dilemma: https://www.youtube.com/watch?v=xoVJKj8lcNQRob Miles on Computerphile: https://www.youtube.com/watch?v=i8r_yShOixM&t=302sRob Miles Channel: https://www.youtube.com/@RobertMilesAIhttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Sun, 01 Nov 2026 00:52:30 -0000 full AI Explained Starting with the viral FT article 'We must slow down the race to God-like AI' I cover all the week's major developments, and delve deeper into the world of AI alignment. Topics include Musk's new AI company X.AI, a bit of his history with OpenAI, Sam Altman's new comments on GPT 5, and more from the AI Dilemma on whether China will catch up. I also cover two new papers that showcase how GPT 4 can be used to conduct bio-chemical scientific protocols and how this could be used and misused. I bring in Rob Miles to explain why putting a superintelligence on an island might not work out, and cover some of the behind the scenes of Sam Altman's draft version of his plan for AGI. Illustration: STEPHANIE ARNETT/MITTRFinancial Times Article: https://www.ft.com/content/03895dc4-a3b7-481e-95cc-336a524f2ac2Jan Leike Tweet: https://www.youtube.com/watch?v=xoVJKj8lcNQSam Altman Draft and Final Version: https://www.lesswrong.com/posts/uxnjXBwr79uxLkifG/comments-on-openai-s-planning-for-agi-and-beyondhttps://openai.com/blog/planning-for-agi-and-beyondElon Musk X AI: https://www.wsj.com/articles/elon-musks-new-artificial-intelligence-business-x-ai-incorporates-in-nevada-962c7c2fMusk X.AI OpenAI History: https://www.wsj.com/articles/chatgpt-sam-altman-artificial-intelligence-openai-b0e1c8c9Jason Wei Emergent Slides: https://docs.google.com/presentation/d/1EUV7W7X_w0BDrscDhPg7lMGzJCkeaPkGCJ3bN8dluXc/edit?resourcekey=0-7Nz5A7y8JozyVrnDtcEKJA#slide=id.g22901df64bd_1_22Sam Altman GPT 5: https://www.youtube.com/watch?v=4ykiaR2hMqA&t=29sEmergent Abilities of Large Language Models: https://arxiv.org/pdf/2206.07682.pdfEmergent Autonomous Science Paper: https://arxiv.org/ftp/arxiv/papers/2304/2304.05332.pdfChemCrow Paper: https://arxiv.org/pdf/2304.05376.pdfhttps://s10251.pcdn.co/wp-content/uploads/2023/02/2017-Hans-Moravec-Landscape-of-Human-Competence-1920-comp.pngLife 3.0 Diagram: https://s10251.pcdn.co/wp-content/uploads/2023/02/2017-Hans-Moravec-Landscape-of-Human-Competence-1920-comp.pngAI Dilemma: https://www.youtube.com/watch?v=xoVJKj8lcNQRob Miles on Computerphile: https://www.youtube.com/watch?v=i8r_yShOixM&t=302sRob Miles Channel: https://www.youtube.com/@RobertMilesAIhttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Starting with the viral FT article 'We must slow down the race to God-like AI' I cover all the week's major developments, and delve deeper into the world of AI alignment. Topics include Musk's new AI company X.AI, a bit of his history with OpenAI, Sam Altman's new comments on GPT 5, and more from the AI Dilemma on whether China will catch up.

I also cover two new papers that showcase how GPT 4 can be used to conduct bio-chemical scientific protocols and how this could be used and misused. I bring in Rob Miles to explain why putting a superintelligence on an island might not work out, and cover some of the behind the scenes of Sam Altman's draft version of his plan for AGI.

Illustration: STEPHANIE ARNETT/MITTR
Financial Times Article: https://www.ft.com/content/03895dc4-a3b7-481e-95cc-336a524f2ac2
Jan Leike Tweet: https://www.youtube.com/watch?v=xoVJKj8lcNQ
Sam Altman Draft and Final Version: https://www.lesswrong.com/posts/uxnjXBwr79uxLkifG/comments-on-openai-s-planning-for-agi-and-beyond
https://openai.com/blog/planning-for-agi-and-beyond
Elon Musk X AI: https://www.wsj.com/articles/elon-musks-new-artificial-intelligence-business-x-ai-incorporates-in-nevada-962c7c2f
Musk X.AI OpenAI History: https://www.wsj.com/articles/chatgpt-sam-altman-artificial-intelligence-openai-b0e1c8c9
Jason Wei Emergent Slides: https://docs.google.com/presentation/d/1EUV7W7X_w0BDrscDhPg7lMGzJCkeaPkGCJ3bN8dluXc/edit?resourcekey=0-7Nz5A7y8JozyVrnDtcEKJA#slide=id.g22901df64bd_1_22
Sam Altman GPT 5: https://www.youtube.com/watch?v=4ykiaR2hMqA&t=29s
Emergent Abilities of Large Language Models: https://arxiv.org/pdf/2206.07682.pdf
Emergent Autonomous Science Paper: https://arxiv.org/ftp/arxiv/papers/2304/2304.05332.pdf
ChemCrow Paper: https://arxiv.org/pdf/2304.05376.pdf
https://s10251.pcdn.co/wp-content/uploads/2023/02/2017-Hans-Moravec-Landscape-of-Human-Competence-1920-comp.png
Life 3.0 Diagram: https://s10251.pcdn.co/wp-content/uploads/2023/02/2017-Hans-Moravec-Landscape-of-Human-Competence-1920-comp.png
AI Dilemma: https://www.youtube.com/watch?v=xoVJKj8lcNQ
Rob Miles on Computerphile: https://www.youtube.com/watch?v=i8r_yShOixM&t=302s
Rob Miles Channel: https://www.youtube.com/@RobertMilesAI

https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/

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]]> 1122 no Why Does OpenAI Need a 'Stargate' Supercomputer? Ft. Perplexity CEO Aravind Srinivas I will give you the 4 reasons OpenAI are asking Microsoft to build a $100 billion Stargate supercomputer, likely in a US desert. From matching Google, to artificial intelligences taking time to think, you'll get a glimpse of what's next over the coming years. Plus, I put it all to Aravind Srinivas, CEO of Perplexity, and a former OpenAI researcher. AI Insiders: https://www.patreon.com/AIExplainedStarGate exclusive: https://www.theinformation.com/articles/microsoft-and-openai-plot-100-billion-stargate-ai-supercomputer?utm_source=ti_app&rc=sy0ihq9x Energy Efficiency, TSMC: https://spectrum.ieee.org/trillion-transistor-gpuGoogle Domination: https://www.semianalysis.com/p/google-gemini-eats-the-world-geminiAbove and Below Them: https://www.documentcloud.org/documents/24452289-elon-musk-openai-lawsuitKyle Corbitt: https://twitter.com/corbtt/status/1772392525174620355Łukasz Kaiser: https://www.wired.com/story/eight-google-employees-invented-modern-ai-transformers-paper/Karpathy Sequoia: https://www.youtube.com/watch?v=c3b-JASoPi0&t=1421sVoice Engine: https://openai.com/blog/navigating-the-challenges-and-opportunities-of-synthetic-voicesNoam Brown: https://twitter.com/polynoamial/status/1773799870890918358https://twitter.com/polynoamial/status/1771300779783299565https://twitter.com/polynoamial/status/1676971506969219072The Bitter Lesson: http://www.incompleteideas.net/IncIdeas/BitterLesson.htmlHandwriting: https://www.bloomberg.com/news/articles/2024-01-15/after-voice-clones-and-deepfake-videos-ai-can-now-mimic-handwritingSora Update: https://openai.com/blog/sora-first-impressionsAir Head, shy kids: https://www.youtube.com/watch?v=G4wJ4WeJrz4AI booed: https://www.businessinsider.com/sxsw-crowd-boos-ai-video-2024-3AI Taking Over Drug Development: https://www.economist.com/technology-quarterly/2024/03/27/artificial-intelligence-is-taking-over-drug-developmentStargate Clip: https://www.youtube.com/watch?v=OeA9yeqG91AAI Insiders: https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Sun, 01 Nov 2026 00:30:00 -0000 full AI Explained I will give you the 4 reasons OpenAI are asking Microsoft to build a $100 billion Stargate supercomputer, likely in a US desert. From matching Google, to artificial intelligences taking time to think, you'll get a glimpse of what's next over the coming years. Plus, I put it all to Aravind Srinivas, CEO of Perplexity, and a former OpenAI researcher. AI Insiders: https://www.patreon.com/AIExplainedStarGate exclusive: https://www.theinformation.com/articles/microsoft-and-openai-plot-100-billion-stargate-ai-supercomputer?utm_source=ti_app&rc=sy0ihq9x Energy Efficiency, TSMC: https://spectrum.ieee.org/trillion-transistor-gpuGoogle Domination: https://www.semianalysis.com/p/google-gemini-eats-the-world-geminiAbove and Below Them: https://www.documentcloud.org/documents/24452289-elon-musk-openai-lawsuitKyle Corbitt: https://twitter.com/corbtt/status/1772392525174620355Łukasz Kaiser: https://www.wired.com/story/eight-google-employees-invented-modern-ai-transformers-paper/Karpathy Sequoia: https://www.youtube.com/watch?v=c3b-JASoPi0&t=1421sVoice Engine: https://openai.com/blog/navigating-the-challenges-and-opportunities-of-synthetic-voicesNoam Brown: https://twitter.com/polynoamial/status/1773799870890918358https://twitter.com/polynoamial/status/1771300779783299565https://twitter.com/polynoamial/status/1676971506969219072The Bitter Lesson: http://www.incompleteideas.net/IncIdeas/BitterLesson.htmlHandwriting: https://www.bloomberg.com/news/articles/2024-01-15/after-voice-clones-and-deepfake-videos-ai-can-now-mimic-handwritingSora Update: https://openai.com/blog/sora-first-impressionsAir Head, shy kids: https://www.youtube.com/watch?v=G4wJ4WeJrz4AI booed: https://www.businessinsider.com/sxsw-crowd-boos-ai-video-2024-3AI Taking Over Drug Development: https://www.economist.com/technology-quarterly/2024/03/27/artificial-intelligence-is-taking-over-drug-developmentStargate Clip: https://www.youtube.com/watch?v=OeA9yeqG91AAI Insiders: https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices I will give you the 4 reasons OpenAI are asking Microsoft to build a $100 billion Stargate supercomputer, likely in a US desert. From matching Google, to artificial intelligences taking time to think, you'll get a glimpse of what's next over the coming years. Plus, I put it all to Aravind Srinivas, CEO of Perplexity, and a former OpenAI researcher.

AI Insiders: https://www.patreon.com/AIExplained

StarGate exclusive: https://www.theinformation.com/articles/microsoft-and-openai-plot-100-billion-stargate-ai-supercomputer?utm_source=ti_app&rc=sy0ihq
9x Energy Efficiency, TSMC: https://spectrum.ieee.org/trillion-transistor-gpu
Google Domination: https://www.semianalysis.com/p/google-gemini-eats-the-world-gemini
Above and Below Them: https://www.documentcloud.org/documents/24452289-elon-musk-openai-lawsuit
Kyle Corbitt: https://twitter.com/corbtt/status/1772392525174620355
Łukasz Kaiser: https://www.wired.com/story/eight-google-employees-invented-modern-ai-transformers-paper/
Karpathy Sequoia: https://www.youtube.com/watch?v=c3b-JASoPi0&t=1421s
Voice Engine: https://openai.com/blog/navigating-the-challenges-and-opportunities-of-synthetic-voices
Noam Brown: https://twitter.com/polynoamial/status/1773799870890918358
https://twitter.com/polynoamial/status/1771300779783299565
https://twitter.com/polynoamial/status/1676971506969219072
The Bitter Lesson: http://www.incompleteideas.net/IncIdeas/BitterLesson.html
Handwriting: https://www.bloomberg.com/news/articles/2024-01-15/after-voice-clones-and-deepfake-videos-ai-can-now-mimic-handwriting
Sora Update: https://openai.com/blog/sora-first-impressions
Air Head, shy kids: https://www.youtube.com/watch?v=G4wJ4WeJrz4
AI booed: https://www.businessinsider.com/sxsw-crowd-boos-ai-video-2024-3
AI Taking Over Drug Development: https://www.economist.com/technology-quarterly/2024/03/27/artificial-intelligence-is-taking-over-drug-development
Stargate Clip: https://www.youtube.com/watch?v=OeA9yeqG91A

AI Insiders: https://www.patreon.com/AIExplained

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]]> 1611 no GPT 4.5 - not so much wow GPT 4.5 is here, and do you remember when AI lab CEOs like Sam Altman and Dario Amodei were betting everything on scaling up base models like this one? Well let’s find out what would have happened if the future of AI rested on models like GPT 4.5. You’ll see all the benchmarks, highlights of the paper, emotional intelligence and humor tests, Simple Bench results (reddit was an unreliable source), and why it’s not all bad news for OpenAI.https://www.emergentmind.com/AI Insiders (now $9!): https://www.patreon.com/AIExplainedChapters00:00 - Introduction01:04 - Details and Benchmarks03:04 - Emotional intelligence? 08:37 - Creative writing?11:40 - Visual reasoning and Pricing12:41 - Simple Performance16:01 - End of Pretraining Scaling?17:03 - CEO Hype18:11 - System Card Highlights23:32 - Karpathy ReactionGPT 4.5 System card: https://cdn.openai.com/gpt-4-5-system-card-2272025.pdfRelease Notes: https://openai.com/index/gpt-4-5-system-card/Altman Hype: https://x.com/sama/status/1891533802779910471Details: https://openai.com/index/introducing-gpt-4-5/ https://x.com/OpenAI/status/1895219596317335792End of an Era: https://x.com/wgussml/status/1895187231666774377Anthropic Original Claim: https://techcrunch.com/2023/04/06/anthropics-5b-4-year-plan-to-take-on-openai/Smell: https://x.com/rapha_gl/status/1895213014699385082Bob McGrew: https://x.com/bobmcgrewai/status/1895228291981943265Deep Research System Card: https://cdn.openai.com/deep-research-system-card.pdfReddit: https://www.reddit.com/r/singularity/comments/1izu1t7/gpt45_crushes_simple_bench/API Pricing: https://openai.com/api/pricing/LiveStream: https://www.youtube.com/watch?v=cfRYp0nItZ8&t=1shttps://simple-bench.com/Karpathy Comparison: https://x.com/karpathy/status/1895213020982472863https://x.com/karpathy/status/1895337579589079434Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 18:01:15 -0000 full AI Explained GPT 4.5 is here, and do you remember when AI lab CEOs like Sam Altman and Dario Amodei were betting everything on scaling up base models like this one? Well let’s find out what would have happened if the future of AI rested on models like GPT 4.5. You’ll see all the benchmarks, highlights of the paper, emotional intelligence and humor tests, Simple Bench results (reddit was an unreliable source), and why it’s not all bad news for OpenAI.https://www.emergentmind.com/AI Insiders (now $9!): https://www.patreon.com/AIExplainedChapters00:00 - Introduction01:04 - Details and Benchmarks03:04 - Emotional intelligence? 08:37 - Creative writing?11:40 - Visual reasoning and Pricing12:41 - Simple Performance16:01 - End of Pretraining Scaling?17:03 - CEO Hype18:11 - System Card Highlights23:32 - Karpathy ReactionGPT 4.5 System card: https://cdn.openai.com/gpt-4-5-system-card-2272025.pdfRelease Notes: https://openai.com/index/gpt-4-5-system-card/Altman Hype: https://x.com/sama/status/1891533802779910471Details: https://openai.com/index/introducing-gpt-4-5/ https://x.com/OpenAI/status/1895219596317335792End of an Era: https://x.com/wgussml/status/1895187231666774377Anthropic Original Claim: https://techcrunch.com/2023/04/06/anthropics-5b-4-year-plan-to-take-on-openai/Smell: https://x.com/rapha_gl/status/1895213014699385082Bob McGrew: https://x.com/bobmcgrewai/status/1895228291981943265Deep Research System Card: https://cdn.openai.com/deep-research-system-card.pdfReddit: https://www.reddit.com/r/singularity/comments/1izu1t7/gpt45_crushes_simple_bench/API Pricing: https://openai.com/api/pricing/LiveStream: https://www.youtube.com/watch?v=cfRYp0nItZ8&t=1shttps://simple-bench.com/Karpathy Comparison: https://x.com/karpathy/status/1895213020982472863https://x.com/karpathy/status/1895337579589079434Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices GPT 4.5 is here, and do you remember when AI lab CEOs like Sam Altman and Dario Amodei were betting everything on scaling up base models like this one? Well let’s find out what would have happened if the future of AI rested on models like GPT 4.5. You’ll see all the benchmarks, highlights of the paper, emotional intelligence and humor tests, Simple Bench results (reddit was an unreliable source), and why it’s not all bad news for OpenAI.

https://www.emergentmind.com/

AI Insiders (now $9!): https://www.patreon.com/AIExplained

Chapters
00:00 - Introduction
01:04 - Details and Benchmarks
03:04 - Emotional intelligence?
08:37 - Creative writing?
11:40 - Visual reasoning and Pricing
12:41 - Simple Performance
16:01 - End of Pretraining Scaling?
17:03 - CEO Hype
18:11 - System Card Highlights
23:32 - Karpathy Reaction

GPT 4.5 System card: https://cdn.openai.com/gpt-4-5-system-card-2272025.pdf
Release Notes: https://openai.com/index/gpt-4-5-system-card/
Altman Hype: https://x.com/sama/status/1891533802779910471
Details: https://openai.com/index/introducing-gpt-4-5/ https://x.com/OpenAI/status/1895219596317335792
End of an Era: https://x.com/wgussml/status/1895187231666774377
Anthropic Original Claim: https://techcrunch.com/2023/04/06/anthropics-5b-4-year-plan-to-take-on-openai/
Smell: https://x.com/rapha_gl/status/1895213014699385082
Bob McGrew: https://x.com/bobmcgrewai/status/1895228291981943265
Deep Research System Card: https://cdn.openai.com/deep-research-system-card.pdf
Reddit: https://www.reddit.com/r/singularity/comments/1izu1t7/gpt45_crushes_simple_bench/
API Pricing: https://openai.com/api/pricing/
LiveStream: https://www.youtube.com/watch?v=cfRYp0nItZ8&t=1s
https://simple-bench.com/


Karpathy Comparison: https://x.com/karpathy/status/1895213020982472863
https://x.com/karpathy/status/1895337579589079434


Non-hype Newsletter: https://signaltonoise.beehiiv.com/

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]]> 2000 no OpenAI: ‘We Just Reached Human-level Reasoning’. Surely, it is worth taking a few moments to reflect on the claim from OpenAI that we’ve reached ‘human-level reasoning’ in their o1 series of AI models? I scrutinize Altman’s dev day comments (picking out 4 highlights) and cover the most recent papers and analysis of o1’s capabilities. Then, what the colossal new valuation means for OpenAI and the context you might not has realized. We’ll look further down the ‘Levels of AGI’ chart, cover a NotebookLM update, and end with a powerful question over whether we should, ultimately, be aiming to automate OpenAI.Assembly AI Speech to Text: https://www.assemblyai.com/?utm_source=youtube&utm_medium=influencer&utm_campaign=ai_explained https://www.assemblyai.com/blog/ald-improvements/AI Insiders: https://www.patreon.com/AIExplainedChapters:00:00 – Introduction 00:52 – Human-level Problem Solvers?03:22 – Very Steep Progress + Huge Gap Coming04:23 – Scientists React 05:44 – SciCode 06:55 – Benchmarks Harder to Make + Mensa07:30 – Agents 08:36 – For-profit and Funding Blocker09:45 – AGI Clause + Microsoft Definition11:23 – Gates Shift12:43 – NotebookLM Update + Assembly 14:11 – Automating OpenAIReuters Funding-block Exclusive: https://www.reuters.com/technology/openai-tells-investor-not-invest-five-ai-startups-including-sutskevers-ssi-2024-10-02/?s=09OpenAI Scaling AGI: https://openai.com/index/scale-the-benefits-of-ai/NYT Revenue Story: https://www.nytimes.com/2024/09/27/technology/openai-chatgpt-investors-funding.htmlFor Profit Move: https://www.theinformation.com/articles/how-openai-cfo-sarah-friar-is-keeping-startup-flush-with-cash?utm_campaign=Editorial&utm_content=Article&utm_medium=organic_social&utm_source=twitter&rc=sy0ihqBloomberg Levels Chart: https://www.bloomberg.com/news/articles/2024-07-11/openai-sets-levels-to-track-progress-toward-superintelligent-ai?utm_source=substack&utm_medium=emailScientists React, in Nature: https://www.nature.com/articles/d41586-024-03169-9Math prof: https://x.com/robertghrist/status/1841462507543949581?t=5zV3VpQI0mbrSU9_QRtfkQ&s=19AGI Clause: https://openai.com/our-structure/Microsoft Sci-fi: https://www.microsoft.com/en-us/bing/do-more-with-ai/artificial-general-intelligence?form=MA13KPMensa Tweet: https://x.com/JgaltTweets/status/1836093456831402481Sci-Code: https://x.com/OfirPress/status/1841509950679396387https://arxiv.org/pdf/2407.13168FT Agentic Systems 2025: https://www.ft.com/content/30677465-33bb-4f74-a8e6-239980091f7ahttps://the-decoder.com/bill-gates-does-not-expect-gpt-5-to-be-much-better-than-gpt-4/Bill Gates Turnaround: https://x.com/tsarnick/status/1839915272179986905OpenAI Preparedness Framework: https://cdn.openai.com/openai-preparedness-framework-beta.pdfhttps://openai.com/global-affairs/openai-s-comment-to-the-ntia-on-open-model-weights/NotebookLM: https://notebooklm.google/ https://x.com/stevenbjohnson/status/1839352311732391990My Coursera Course - The 8 Most Controversial Terms in AI: https://imp.i384100.net/m57g3MNon-hype Newsletter: https://signaltonoise.beehiiv.com/I use Descript to edit my videos (no pauses or filler words!): https://get.descript.com/ldgxfuj2bhnbMany people expense AI Insiders for work. Feel free to use the Template in the 'About Section' of my Patreon: https://www.patreon.com/AIExplained Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 17:32:30 -0000 full AI Explained Surely, it is worth taking a few moments to reflect on the claim from OpenAI that we’ve reached ‘human-level reasoning’ in their o1 series of AI models? I scrutinize Altman’s dev day comments (picking out 4 highlights) and cover the most recent papers and analysis of o1’s capabilities. Then, what the colossal new valuation means for OpenAI and the context you might not has realized. We’ll look further down the ‘Levels of AGI’ chart, cover a NotebookLM update, and end with a powerful question over whether we should, ultimately, be aiming to automate OpenAI.Assembly AI Speech to Text: https://www.assemblyai.com/?utm_source=youtube&utm_medium=influencer&utm_campaign=ai_explained https://www.assemblyai.com/blog/ald-improvements/AI Insiders: https://www.patreon.com/AIExplainedChapters:00:00 – Introduction 00:52 – Human-level Problem Solvers?03:22 – Very Steep Progress + Huge Gap Coming04:23 – Scientists React 05:44 – SciCode 06:55 – Benchmarks Harder to Make + Mensa07:30 – Agents 08:36 – For-profit and Funding Blocker09:45 – AGI Clause + Microsoft Definition11:23 – Gates Shift12:43 – NotebookLM Update + Assembly 14:11 – Automating OpenAIReuters Funding-block Exclusive: https://www.reuters.com/technology/openai-tells-investor-not-invest-five-ai-startups-including-sutskevers-ssi-2024-10-02/?s=09OpenAI Scaling AGI: https://openai.com/index/scale-the-benefits-of-ai/NYT Revenue Story: https://www.nytimes.com/2024/09/27/technology/openai-chatgpt-investors-funding.htmlFor Profit Move: https://www.theinformation.com/articles/how-openai-cfo-sarah-friar-is-keeping-startup-flush-with-cash?utm_campaign=Editorial&utm_content=Article&utm_medium=organic_social&utm_source=twitter&rc=sy0ihqBloomberg Levels Chart: https://www.bloomberg.com/news/articles/2024-07-11/openai-sets-levels-to-track-progress-toward-superintelligent-ai?utm_source=substack&utm_medium=emailScientists React, in Nature: https://www.nature.com/articles/d41586-024-03169-9Math prof: https://x.com/robertghrist/status/1841462507543949581?t=5zV3VpQI0mbrSU9_QRtfkQ&s=19AGI Clause: https://openai.com/our-structure/Microsoft Sci-fi: https://www.microsoft.com/en-us/bing/do-more-with-ai/artificial-general-intelligence?form=MA13KPMensa Tweet: https://x.com/JgaltTweets/status/1836093456831402481Sci-Code: https://x.com/OfirPress/status/1841509950679396387https://arxiv.org/pdf/2407.13168FT Agentic Systems 2025: https://www.ft.com/content/30677465-33bb-4f74-a8e6-239980091f7ahttps://the-decoder.com/bill-gates-does-not-expect-gpt-5-to-be-much-better-than-gpt-4/Bill Gates Turnaround: https://x.com/tsarnick/status/1839915272179986905OpenAI Preparedness Framework: https://cdn.openai.com/openai-preparedness-framework-beta.pdfhttps://openai.com/global-affairs/openai-s-comment-to-the-ntia-on-open-model-weights/NotebookLM: https://notebooklm.google/ https://x.com/stevenbjohnson/status/1839352311732391990My Coursera Course - The 8 Most Controversial Terms in AI: https://imp.i384100.net/m57g3MNon-hype Newsletter: https://signaltonoise.beehiiv.com/I use Descript to edit my videos (no pauses or filler words!): https://get.descript.com/ldgxfuj2bhnbMany people expense AI Insiders for work. Feel free to use the Template in the 'About Section' of my Patreon: https://www.patreon.com/AIExplained Learn more about your ad choices. Visit megaphone.fm/adchoices Surely, it is worth taking a few moments to reflect on the claim from OpenAI that we’ve reached ‘human-level reasoning’ in their o1 series of AI models? I scrutinize Altman’s dev day comments (picking out 4 highlights) and cover the most recent papers and analysis of o1’s capabilities. Then, what the colossal new valuation means for OpenAI and the context you might not has realized. We’ll look further down the ‘Levels of AGI’ chart, cover a NotebookLM update, and end with a powerful question over whether we should, ultimately, be aiming to automate OpenAI.

Assembly AI Speech to Text: https://www.assemblyai.com/?utm_source=youtube&utm_medium=influencer&utm_campaign=ai_explained https://www.assemblyai.com/blog/ald-improvements/

AI Insiders: https://www.patreon.com/AIExplained

Chapters:
00:00 – Introduction
00:52 – Human-level Problem Solvers?
03:22 – Very Steep Progress + Huge Gap Coming
04:23 – Scientists React
05:44 – SciCode
06:55 – Benchmarks Harder to Make + Mensa
07:30 – Agents
08:36 – For-profit and Funding Blocker
09:45 – AGI Clause + Microsoft Definition
11:23 – Gates Shift
12:43 – NotebookLM Update + Assembly
14:11 – Automating OpenAI


Reuters Funding-block Exclusive: https://www.reuters.com/technology/openai-tells-investor-not-invest-five-ai-startups-including-sutskevers-ssi-2024-10-02/?s=09
OpenAI Scaling AGI: https://openai.com/index/scale-the-benefits-of-ai/
NYT Revenue Story: https://www.nytimes.com/2024/09/27/technology/openai-chatgpt-investors-funding.html
For Profit Move: https://www.theinformation.com/articles/how-openai-cfo-sarah-friar-is-keeping-startup-flush-with-cash?utm_campaign=Editorial&utm_content=Article&utm_medium=organic_social&utm_source=twitter&rc=sy0ihq
Bloomberg Levels Chart: https://www.bloomberg.com/news/articles/2024-07-11/openai-sets-levels-to-track-progress-toward-superintelligent-ai?utm_source=substack&utm_medium=email
Scientists React, in Nature: https://www.nature.com/articles/d41586-024-03169-9
Math prof: https://x.com/robertghrist/status/1841462507543949581?t=5zV3VpQI0mbrSU9_QRtfkQ&s=19
AGI Clause: https://openai.com/our-structure/
Microsoft Sci-fi: https://www.microsoft.com/en-us/bing/do-more-with-ai/artificial-general-intelligence?form=MA13KP
Mensa Tweet: https://x.com/JgaltTweets/status/1836093456831402481
Sci-Code: https://x.com/OfirPress/status/1841509950679396387
https://arxiv.org/pdf/2407.13168
FT Agentic Systems 2025: https://www.ft.com/content/30677465-33bb-4f74-a8e6-239980091f7a
https://the-decoder.com/bill-gates-does-not-expect-gpt-5-to-be-much-better-than-gpt-4/
Bill Gates Turnaround: https://x.com/tsarnick/status/1839915272179986905
OpenAI Preparedness Framework: https://cdn.openai.com/openai-preparedness-framework-beta.pdf
https://openai.com/global-affairs/openai-s-comment-to-the-ntia-on-open-model-weights/
NotebookLM: https://notebooklm.google/
https://x.com/stevenbjohnson/status/1839352311732391990


My Coursera Course - The 8 Most Controversial Terms in AI: https://imp.i384100.net/m57g3M

Non-hype Newsletter: https://signaltonoise.beehiiv.com/

I use Descript to edit my videos (no pauses or filler words!): https://get.descript.com/ldgxfuj2bhnb

Many people expense AI Insiders for work. Feel free to use the Template in the 'About Section' of my Patreon:

https://www.patreon.com/AIExplained

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 1318 no OpenAI’s New ImageGen is Unexpectedly Epic … (ft. Reve, Imagen 3, Midjourney etc) I’ve spent quite a while testing the new 4o ImageGen from OpenAI, and comparing it to models released just yesterday, like Reve, Midjourney, Imagen 3, as well as models not yet out. https://app.grayswan.ai/ai-explainedAI Insiders ($9!): https://www.patreon.com/AIExplainedRarely in AI is one model so much better than the rest, as we can see on the chatbot-side of things. Yes, I have a video imminent on Gemini 2.5 and DeepSeek. But for ImageGen, I was very impressed, as you’ll see. Still not perfect, don’t show it a mirror for example, and definitely not photorealistic, but incredibly obedient. You’ll see what I mean. What Sam Altman calls ‘Images in ChatGPT’ will be available to everyone apparently, even free users. There are some filters, but I am sure everyone will soon have access to an unfiltered model of its strength, and its easy to imagine what will come of that. Chapters:00:00 - Intro01:07 - Prompt Adherence, vs Reve, Midjourney, Imagen 3 + one other03:39 - Idioms04:20 - Thumbnails?05:56 - Captions / Infographics07:20 - Filters and Public Figures + Gray Swan08:30 - Sora?08:49 - Ethnicities/hands09:09 - Where’s Waldo?10:33 - Selfies and PhotorealismImages with ChatGPT/4o ImageGen: https://chatgpt.com/Imagen 3: https://labs.google/fx/tools/image-fxReve: https://preview.reve.art/appAltman Announcement: https://x.com/sama/status/1904598788687487422Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 17:03:45 -0000 full AI Explained I’ve spent quite a while testing the new 4o ImageGen from OpenAI, and comparing it to models released just yesterday, like Reve, Midjourney, Imagen 3, as well as models not yet out. https://app.grayswan.ai/ai-explainedAI Insiders ($9!): https://www.patreon.com/AIExplainedRarely in AI is one model so much better than the rest, as we can see on the chatbot-side of things. Yes, I have a video imminent on Gemini 2.5 and DeepSeek. But for ImageGen, I was very impressed, as you’ll see. Still not perfect, don’t show it a mirror for example, and definitely not photorealistic, but incredibly obedient. You’ll see what I mean. What Sam Altman calls ‘Images in ChatGPT’ will be available to everyone apparently, even free users. There are some filters, but I am sure everyone will soon have access to an unfiltered model of its strength, and its easy to imagine what will come of that. Chapters:00:00 - Intro01:07 - Prompt Adherence, vs Reve, Midjourney, Imagen 3 + one other03:39 - Idioms04:20 - Thumbnails?05:56 - Captions / Infographics07:20 - Filters and Public Figures + Gray Swan08:30 - Sora?08:49 - Ethnicities/hands09:09 - Where’s Waldo?10:33 - Selfies and PhotorealismImages with ChatGPT/4o ImageGen: https://chatgpt.com/Imagen 3: https://labs.google/fx/tools/image-fxReve: https://preview.reve.art/appAltman Announcement: https://x.com/sama/status/1904598788687487422Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices I’ve spent quite a while testing the new 4o ImageGen from OpenAI, and comparing it to models released just yesterday, like Reve, Midjourney, Imagen 3, as well as models not yet out.

https://app.grayswan.ai/ai-explained

AI Insiders ($9!): https://www.patreon.com/AIExplained

Rarely in AI is one model so much better than the rest, as we can see on the chatbot-side of things. Yes, I have a video imminent on Gemini 2.5 and DeepSeek. But for ImageGen, I was very impressed, as you’ll see. Still not perfect, don’t show it a mirror for example, and definitely not photorealistic, but incredibly obedient. You’ll see what I mean. What Sam Altman calls ‘Images in ChatGPT’ will be available to everyone apparently, even free users. There are some filters, but I am sure everyone will soon have access to an unfiltered model of its strength, and its easy to imagine what will come of that.

Chapters:
00:00 - Intro
01:07 - Prompt Adherence, vs Reve, Midjourney, Imagen 3 + one other
03:39 - Idioms
04:20 - Thumbnails?
05:56 - Captions / Infographics
07:20 - Filters and Public Figures + Gray Swan
08:30 - Sora?
08:49 - Ethnicities/hands
09:09 - Where’s Waldo?
10:33 - Selfies and Photorealism

Images with ChatGPT/4o ImageGen: https://chatgpt.com/
Imagen 3: https://labs.google/fx/tools/image-fx
Reve: https://preview.reve.art/app
Altman Announcement: https://x.com/sama/status/1904598788687487422


Non-hype Newsletter: https://signaltonoise.beehiiv.com/

Podcast: https://aiexplainedopodcast.buzzsprout.com/

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 991 no 5 Key Quotes: Altman, Huang and 'The Most Interesting Year' Nvidia’s GTC brought Blackwell, while Sam Altman brought only hints. I’ll cover both, exploring the checkpoint strategy for GPT 4.5, the embodiment progress with Nvidia, recursive chip improvements in production with ASML, TSMC and Nvidia and more. I’ll also cover an epic new paper unveiling the use of ChatGPT by top peer reviewers…AI Insiders: https://www.patreon.com/AIExplainedAltman interview: https://www.youtube.com/watch?v=jvqFAi7vkBcMost interesting year: https://twitter.com/sama/status/1769414392251363569?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5EtweetBrockman Checkpoints: https://twitter.com/gdb/status/1646183424024268800?lang=en-GBHassabis Smiles: https://www.youtube.com/watch?v=nwUARJeeplADaniel Kokotajlo: https://www.lesswrong.com/posts/cxuzALcmucCndYv4a/?commentId=LKThjEJ6W8eQEJiXG https://www.lesswrong.com/posts/CcqaJFf7TvAjuZFCx/?commentId=gssbqWumamKXpKGXhhttps://www.lesswrong.com/posts/cxuzALcmucCndYv4a/?commentId=KZ2qB95doiuSqpnGaChatGPT Peer Review: https://arxiv.org/pdf/2403.07183.pdfJensen Huang GTC: https://www.youtube.com/watch?v=Y2F8yisiS6E&t=1761sHassabis Dwarkesh: https://www.youtube.com/watch?v=qTogNUV3CAI&t=1480sNvidia Culitho: https://nvidianews.nvidia.com/news/tsmc-synopsys-nvidia-culithohttps://developer.nvidia.com/culithoCEO Quotes: https://twitter.com/amir/status/1769851490959868125/photo/127 Trillion … or 10: https://www.cnbc.com/2024/03/18/nvidia-announces-gb200-blackwell-ai-chip-launching-later-this-year.htmlhttps://www.forbes.com/sites/karlfreund/2024/03/18/buckle-up--heres-the-hot-news-from-nvidia-gtc-2024/Richard Ngo Singularity: https://twitter.com/RichardMCNgo/status/1754246939527491887DeepMind Levels of AGI: https://arxiv.org/pdf/2311.02462.pdfKarpathy AGI Definition Debate: https://twitter.com/karpathy/status/1769767792444866958Project Groot: https://www.youtube.com/watch?v=kr7FaZPFp6MOpen AI Superalignment Researcher Leopold Aschenbrenner: https://twitter.com/leopoldasch/status/1768868127138549841Two AI Tools I Actually Use and Recommend: Descript: https://get.descript.com/ldgxfuj2bhnbElevenlabs [but my voice on here is real :)]: elevenlabs.io/?from=partnersmith3204AI Insiders: https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 16:35:00 -0000 full AI Explained Nvidia’s GTC brought Blackwell, while Sam Altman brought only hints. I’ll cover both, exploring the checkpoint strategy for GPT 4.5, the embodiment progress with Nvidia, recursive chip improvements in production with ASML, TSMC and Nvidia and more. I’ll also cover an epic new paper unveiling the use of ChatGPT by top peer reviewers…AI Insiders: https://www.patreon.com/AIExplainedAltman interview: https://www.youtube.com/watch?v=jvqFAi7vkBcMost interesting year: https://twitter.com/sama/status/1769414392251363569?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5EtweetBrockman Checkpoints: https://twitter.com/gdb/status/1646183424024268800?lang=en-GBHassabis Smiles: https://www.youtube.com/watch?v=nwUARJeeplADaniel Kokotajlo: https://www.lesswrong.com/posts/cxuzALcmucCndYv4a/?commentId=LKThjEJ6W8eQEJiXG https://www.lesswrong.com/posts/CcqaJFf7TvAjuZFCx/?commentId=gssbqWumamKXpKGXhhttps://www.lesswrong.com/posts/cxuzALcmucCndYv4a/?commentId=KZ2qB95doiuSqpnGaChatGPT Peer Review: https://arxiv.org/pdf/2403.07183.pdfJensen Huang GTC: https://www.youtube.com/watch?v=Y2F8yisiS6E&t=1761sHassabis Dwarkesh: https://www.youtube.com/watch?v=qTogNUV3CAI&t=1480sNvidia Culitho: https://nvidianews.nvidia.com/news/tsmc-synopsys-nvidia-culithohttps://developer.nvidia.com/culithoCEO Quotes: https://twitter.com/amir/status/1769851490959868125/photo/127 Trillion … or 10: https://www.cnbc.com/2024/03/18/nvidia-announces-gb200-blackwell-ai-chip-launching-later-this-year.htmlhttps://www.forbes.com/sites/karlfreund/2024/03/18/buckle-up--heres-the-hot-news-from-nvidia-gtc-2024/Richard Ngo Singularity: https://twitter.com/RichardMCNgo/status/1754246939527491887DeepMind Levels of AGI: https://arxiv.org/pdf/2311.02462.pdfKarpathy AGI Definition Debate: https://twitter.com/karpathy/status/1769767792444866958Project Groot: https://www.youtube.com/watch?v=kr7FaZPFp6MOpen AI Superalignment Researcher Leopold Aschenbrenner: https://twitter.com/leopoldasch/status/1768868127138549841Two AI Tools I Actually Use and Recommend: Descript: https://get.descript.com/ldgxfuj2bhnbElevenlabs [but my voice on here is real :)]: elevenlabs.io/?from=partnersmith3204AI Insiders: https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Nvidia’s GTC brought Blackwell, while Sam Altman brought only hints. I’ll cover both, exploring the checkpoint strategy for GPT 4.5, the embodiment progress with Nvidia, recursive chip improvements in production with ASML, TSMC and Nvidia and more. I’ll also cover an epic new paper unveiling the use of ChatGPT by top peer reviewers…

AI Insiders: https://www.patreon.com/AIExplained


Altman interview: https://www.youtube.com/watch?v=jvqFAi7vkBc
Most interesting year: https://twitter.com/sama/status/1769414392251363569?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5Etweet
Brockman Checkpoints: https://twitter.com/gdb/status/1646183424024268800?lang=en-GB
Hassabis Smiles: https://www.youtube.com/watch?v=nwUARJeeplA
Daniel Kokotajlo: https://www.lesswrong.com/posts/cxuzALcmucCndYv4a/?commentId=LKThjEJ6W8eQEJiXG
https://www.lesswrong.com/posts/CcqaJFf7TvAjuZFCx/?commentId=gssbqWumamKXpKGXh
https://www.lesswrong.com/posts/cxuzALcmucCndYv4a/?commentId=KZ2qB95doiuSqpnGa
ChatGPT Peer Review: https://arxiv.org/pdf/2403.07183.pdf
Jensen Huang GTC: https://www.youtube.com/watch?v=Y2F8yisiS6E&t=1761s
Hassabis Dwarkesh: https://www.youtube.com/watch?v=qTogNUV3CAI&t=1480s
Nvidia Culitho: https://nvidianews.nvidia.com/news/tsmc-synopsys-nvidia-culitho
https://developer.nvidia.com/culitho
CEO Quotes: https://twitter.com/amir/status/1769851490959868125/photo/1
27 Trillion … or 10: https://www.cnbc.com/2024/03/18/nvidia-announces-gb200-blackwell-ai-chip-launching-later-this-year.html
https://www.forbes.com/sites/karlfreund/2024/03/18/buckle-up--heres-the-hot-news-from-nvidia-gtc-2024/
Richard Ngo Singularity: https://twitter.com/RichardMCNgo/status/1754246939527491887
DeepMind Levels of AGI: https://arxiv.org/pdf/2311.02462.pdf
Karpathy AGI Definition Debate: https://twitter.com/karpathy/status/1769767792444866958
Project Groot: https://www.youtube.com/watch?v=kr7FaZPFp6M
Open AI Superalignment Researcher Leopold Aschenbrenner: https://twitter.com/leopoldasch/status/1768868127138549841

Two AI Tools I Actually Use and Recommend:
Descript: https://get.descript.com/ldgxfuj2bhnb
Elevenlabs [but my voice on here is real :)]: elevenlabs.io/?from=partnersmith3204

AI Insiders: https://www.patreon.com/AIExplained

Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 1366 no Did you miss these 2 AI stories? A *Real* LLM-crafted Breakthrough + Continual Learning Blocked? While compute-spend focuses on cash over cleverness, it can seem like the AI IQ plateau will last forever. But here’s a breakthrough for science, led by an LLM. And not even the latest or greatest one! I’ll go over CS2-Scale, then the Definition of AGI paper, a key continual learning quote, and Sora 2 answering Math questions…https://assemblyai.com/aiexplainedAI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction00:55 - C2S04:48 - OpenAI not too far behind (Simple, Codex)06:37 - A Definition of AGI?11:10 - OpenAI Researcher on Continual Learning Problems13:02 - Sora 2 can answer math qsC2S Release Notes: https://blog.google/technology/ai/google-gemma-ai-cancer-therapy-discovery/Paper: https://www.biorxiv.org/content/10.1101/2025.04.14.648850v2.full.pdfAGI definition: https://www.agidefinition.ai/paper.pdfJerry Tworek Interview: https://www.youtube.com/watch?v=RqWIvvv3SnQhttps://simple-bench.com/DeepThink Record: https://x.com/EpochAIResearch/status/1976340039178305924Sora 2 for Q&A: https://x.com/epochairesearch/status/1974172794012459296Hell in a Cell: https://x.com/boneGPT/status/1978614451223003567GPT-5 Breakthrough?: https://x.com/demishassabis/status/1979417877590774063Quantum: https://x.com/sundarpichai/status/1981013746698100811Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 16:06:15 -0000 full AI Explained While compute-spend focuses on cash over cleverness, it can seem like the AI IQ plateau will last forever. But here’s a breakthrough for science, led by an LLM. And not even the latest or greatest one! I’ll go over CS2-Scale, then the Definition of AGI paper, a key continual learning quote, and Sora 2 answering Math questions…https://assemblyai.com/aiexplainedAI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction00:55 - C2S04:48 - OpenAI not too far behind (Simple, Codex)06:37 - A Definition of AGI?11:10 - OpenAI Researcher on Continual Learning Problems13:02 - Sora 2 can answer math qsC2S Release Notes: https://blog.google/technology/ai/google-gemma-ai-cancer-therapy-discovery/Paper: https://www.biorxiv.org/content/10.1101/2025.04.14.648850v2.full.pdfAGI definition: https://www.agidefinition.ai/paper.pdfJerry Tworek Interview: https://www.youtube.com/watch?v=RqWIvvv3SnQhttps://simple-bench.com/DeepThink Record: https://x.com/EpochAIResearch/status/1976340039178305924Sora 2 for Q&A: https://x.com/epochairesearch/status/1974172794012459296Hell in a Cell: https://x.com/boneGPT/status/1978614451223003567GPT-5 Breakthrough?: https://x.com/demishassabis/status/1979417877590774063Quantum: https://x.com/sundarpichai/status/1981013746698100811Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices While compute-spend focuses on cash over cleverness, it can seem like the AI IQ plateau will last forever. But here’s a breakthrough for science, led by an LLM. And not even the latest or greatest one! I’ll go over CS2-Scale, then the Definition of AGI paper, a key continual learning quote, and Sora 2 answering Math questions…

https://assemblyai.com/aiexplained

AI Insiders ($9!): https://www.patreon.com/AIExplained

Chapters:
00:00 - Introduction
00:55 - C2S
04:48 - OpenAI not too far behind (Simple, Codex)
06:37 - A Definition of AGI?
11:10 - OpenAI Researcher on Continual Learning Problems
13:02 - Sora 2 can answer math qs


C2S Release Notes: https://blog.google/technology/ai/google-gemma-ai-cancer-therapy-discovery/
Paper: https://www.biorxiv.org/content/10.1101/2025.04.14.648850v2.full.pdf

AGI definition: https://www.agidefinition.ai/paper.pdf

Jerry Tworek Interview: https://www.youtube.com/watch?v=RqWIvvv3SnQ

https://simple-bench.com/

DeepThink Record: https://x.com/EpochAIResearch/status/1976340039178305924

Sora 2 for Q&A: https://x.com/epochairesearch/status/1974172794012459296

Hell in a Cell: https://x.com/boneGPT/status/1978614451223003567

GPT-5 Breakthrough?: https://x.com/demishassabis/status/1979417877590774063
Quantum: https://x.com/sundarpichai/status/1981013746698100811

Non-hype Newsletter: https://signaltonoise.beehiiv.com/

Podcast: https://aiexplainedopodcast.buzzsprout.com/

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 1168 no AI - 2024AD: 212-page Report (from this morning) Fully Read w/ Highlights Just 14 highlights from the 212-page report (in its 7th edition) on the State of AI in 2024. I add my own analysis, bringing in the latest reports of OpenAI behind-the-scenes finances, Chai-1, a new AI Consciousness job listing, the Nobel prize winners speaking out, my own predictions, and much more. Lead author of report: Nathan Benaich.AI Insiders: https://www.patreon.com/AIExplainedChapters:00:00 – Introduction00:43 – o1 changed the game01:37 – OpenAI costs revealed02:39 – MovieGen and Pika 1.503:39 – Nobel Prize Winners + job listing06:51 – BrainLM 08:20 – Open Chai-1 08:48 – Stacked Accelerations 10:10 – China Enters Stage Left10:55 – 100x Drop in Price? Or 80%? + Transformers12:16 – Copyright Models + Zuck Warning14:12 – Interesting Climate in AI16:48 – Jailbreaking still an Issue 17:42 – GenAI Actual Harms DeepMind18:37 – Predictions State of AI Report: https://docs.google.com/presentation/d/1GmZmoWOa2O92BPrncRcTKa15xvQGhq7g4I4hJSNlC0M/preview?slide=id.g309a25a756d_0_85Pike 1.5: https://pika.art/OpenAI Projections: https://www.theinformation.com/articles/openai-projections-imply-losses-tripling-to-14-billion-in-2026?rc=sy0ihqHinton Interview: https://www.youtube.com/watch?v=H7DgMFqrON0https://simple-bench.com/Alphafold 3: https://blog.google/technology/ai/google-deepmind-isomorphic-alphafold-3-ai-model/Chai-1: https://www.chaidiscovery.com/blog/introducing-chai-1BrainLM: https://www.biorxiv.org/content/10.1101/2023.09.12.557460v1.full.pdfCalliope Networks: https://calliopenetworks.ai/NYT Authors: https://www.nytimes.com/2024/10/09/books/authors-guild-created-by-humans-artificial-intelligence.htmlZuckerberg Warning: https://www.theverge.com/2024/9/25/24254042/mark-zuckerberg-creators-value-ai-metaSchmidt on Climate: https://x.com/tsarnick/status/1842401670225125539https://www.youtube.com/watch?v=oC46CzxT750Altman and Sutskever 2023: https://www.youtube.com/watch?v=mC-0XqTAeMQ&t=2507sAI Cooling: https://deepmind.google/discover/blog/deepmind-ai-reduces-google-data-centre-cooling-bill-by-40/#:~:text=Our%20machine%20learning%20system%20was,and%20other%20non%2Dcooling%20inefficiencies.Your Bills will Rise: https://www.yahoo.com/news/explosion-power-hungry-data-centers-100028011.htmlGenAI Harms: https://arxiv.org/pdf/2406.13843Hassabis Warning: https://www.safe.ai/work/press-release-ai-riskConsciousness Google Job: https://www.google.com/about/careers/applications/jobs/results/137348742553445062-research-scientist-machine-learning-and-cognitionJailbreaking Amodei: https://x.com/liron/status/1682433957772800000 My 2023 State of AI Video: https://www.youtube.com/watch?v=RCRuiu-3VDUMy Coursera Course - The 8 Most Controversial Terms in AI: https://imp.i384100.net/m57g3MNon-hype Newsletter: https://signaltonoise.beehiiv.com/I use Descript to edit my videos (no pauses or filler words!): https://get.descript.com/ldgxfuj2bhnbMany people expense AI Insiders for work. Feel free to use the Template in the 'About Section' of my Patreon. https://www.patreon.com/AIExplained Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 15:37:30 -0000 full AI Explained Just 14 highlights from the 212-page report (in its 7th edition) on the State of AI in 2024. I add my own analysis, bringing in the latest reports of OpenAI behind-the-scenes finances, Chai-1, a new AI Consciousness job listing, the Nobel prize winners speaking out, my own predictions, and much more. Lead author of report: Nathan Benaich.AI Insiders: https://www.patreon.com/AIExplainedChapters:00:00 – Introduction00:43 – o1 changed the game01:37 – OpenAI costs revealed02:39 – MovieGen and Pika 1.503:39 – Nobel Prize Winners + job listing06:51 – BrainLM 08:20 – Open Chai-1 08:48 – Stacked Accelerations 10:10 – China Enters Stage Left10:55 – 100x Drop in Price? Or 80%? + Transformers12:16 – Copyright Models + Zuck Warning14:12 – Interesting Climate in AI16:48 – Jailbreaking still an Issue 17:42 – GenAI Actual Harms DeepMind18:37 – Predictions State of AI Report: https://docs.google.com/presentation/d/1GmZmoWOa2O92BPrncRcTKa15xvQGhq7g4I4hJSNlC0M/preview?slide=id.g309a25a756d_0_85Pike 1.5: https://pika.art/OpenAI Projections: https://www.theinformation.com/articles/openai-projections-imply-losses-tripling-to-14-billion-in-2026?rc=sy0ihqHinton Interview: https://www.youtube.com/watch?v=H7DgMFqrON0https://simple-bench.com/Alphafold 3: https://blog.google/technology/ai/google-deepmind-isomorphic-alphafold-3-ai-model/Chai-1: https://www.chaidiscovery.com/blog/introducing-chai-1BrainLM: https://www.biorxiv.org/content/10.1101/2023.09.12.557460v1.full.pdfCalliope Networks: https://calliopenetworks.ai/NYT Authors: https://www.nytimes.com/2024/10/09/books/authors-guild-created-by-humans-artificial-intelligence.htmlZuckerberg Warning: https://www.theverge.com/2024/9/25/24254042/mark-zuckerberg-creators-value-ai-metaSchmidt on Climate: https://x.com/tsarnick/status/1842401670225125539https://www.youtube.com/watch?v=oC46CzxT750Altman and Sutskever 2023: https://www.youtube.com/watch?v=mC-0XqTAeMQ&t=2507sAI Cooling: https://deepmind.google/discover/blog/deepmind-ai-reduces-google-data-centre-cooling-bill-by-40/#:~:text=Our%20machine%20learning%20system%20was,and%20other%20non%2Dcooling%20inefficiencies.Your Bills will Rise: https://www.yahoo.com/news/explosion-power-hungry-data-centers-100028011.htmlGenAI Harms: https://arxiv.org/pdf/2406.13843Hassabis Warning: https://www.safe.ai/work/press-release-ai-riskConsciousness Google Job: https://www.google.com/about/careers/applications/jobs/results/137348742553445062-research-scientist-machine-learning-and-cognitionJailbreaking Amodei: https://x.com/liron/status/1682433957772800000 My 2023 State of AI Video: https://www.youtube.com/watch?v=RCRuiu-3VDUMy Coursera Course - The 8 Most Controversial Terms in AI: https://imp.i384100.net/m57g3MNon-hype Newsletter: https://signaltonoise.beehiiv.com/I use Descript to edit my videos (no pauses or filler words!): https://get.descript.com/ldgxfuj2bhnbMany people expense AI Insiders for work. Feel free to use the Template in the 'About Section' of my Patreon. https://www.patreon.com/AIExplained Learn more about your ad choices. Visit megaphone.fm/adchoices Just 14 highlights from the 212-page report (in its 7th edition) on the State of AI in 2024. I add my own analysis, bringing in the latest reports of OpenAI behind-the-scenes finances, Chai-1, a new AI Consciousness job listing, the Nobel prize winners speaking out, my own predictions, and much more. Lead author of report: Nathan Benaich.

AI Insiders: https://www.patreon.com/AIExplained

Chapters:
00:00 – Introduction
00:43 – o1 changed the game
01:37 – OpenAI costs revealed
02:39 – MovieGen and Pika 1.5
03:39 – Nobel Prize Winners + job listing
06:51 – BrainLM
08:20 – Open Chai-1
08:48 – Stacked Accelerations
10:10 – China Enters Stage Left
10:55 – 100x Drop in Price? Or 80%? + Transformers
12:16 – Copyright Models + Zuck Warning
14:12 – Interesting Climate in AI
16:48 – Jailbreaking still an Issue
17:42 – GenAI Actual Harms DeepMind
18:37 – Predictions

State of AI Report: https://docs.google.com/presentation/d/1GmZmoWOa2O92BPrncRcTKa15xvQGhq7g4I4hJSNlC0M/preview?slide=id.g309a25a756d_0_85
Pike 1.5: https://pika.art/
OpenAI Projections: https://www.theinformation.com/articles/openai-projections-imply-losses-tripling-to-14-billion-in-2026?rc=sy0ihq
Hinton Interview: https://www.youtube.com/watch?v=H7DgMFqrON0
https://simple-bench.com/
Alphafold 3: https://blog.google/technology/ai/google-deepmind-isomorphic-alphafold-3-ai-model/
Chai-1: https://www.chaidiscovery.com/blog/introducing-chai-1
BrainLM: https://www.biorxiv.org/content/10.1101/2023.09.12.557460v1.full.pdf
Calliope Networks: https://calliopenetworks.ai/
NYT Authors: https://www.nytimes.com/2024/10/09/books/authors-guild-created-by-humans-artificial-intelligence.html
Zuckerberg Warning: https://www.theverge.com/2024/9/25/24254042/mark-zuckerberg-creators-value-ai-meta
Schmidt on Climate: https://x.com/tsarnick/status/1842401670225125539
https://www.youtube.com/watch?v=oC46CzxT750
Altman and Sutskever 2023: https://www.youtube.com/watch?v=mC-0XqTAeMQ&t=2507s
AI Cooling: https://deepmind.google/discover/blog/deepmind-ai-reduces-google-data-centre-cooling-bill-by-40/#:~:text=Our%20machine%20learning%20system%20was,and%20other%20non%2Dcooling%20inefficiencies.
Your Bills will Rise: https://www.yahoo.com/news/explosion-power-hungry-data-centers-100028011.html
GenAI Harms: https://arxiv.org/pdf/2406.13843
Hassabis Warning: https://www.safe.ai/work/press-release-ai-risk
Consciousness Google Job: https://www.google.com/about/careers/applications/jobs/results/137348742553445062-research-scientist-machine-learning-and-cognition
Jailbreaking Amodei: https://x.com/liron/status/1682433957772800000
My 2023 State of AI Video: https://www.youtube.com/watch?v=RCRuiu-3VDU


My Coursera Course - The 8 Most Controversial Terms in AI: https://imp.i384100.net/m57g3M

Non-hype Newsletter: https://signaltonoise.beehiiv.com/

I use Descript to edit my videos (no pauses or filler words!): https://get.descript.com/ldgxfuj2bhnb

Many people expense AI Insiders for work. Feel free to use the Template in the 'About Section' of my Patreon. https://www.patreon.com/AIExplained

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]]> 1725 no Is GPT-5.1 Really an Upgrade? But Models Can Auto-Hack Govts, so … there’s that A lot just got released in the last 36 hours, and it will all affect hundreds of millions of people. 10 details you would miss if you just read the headlines, from GPT 5.1 regressions, to how Claude hacked Govt Agencies, to SIMA 2, and Musical Turing Tests.https://assemblyai.com/aiexplainedChapters:00:00 - Introduction00:56 - GPT 5.1 Smarter?01:47 - Some Regressions03:22 - Sycophancy?05:22 - Claude Auto-Hacking 06:16 - Jailbreaking through Granularity08:22 - This Will be Re-used09:30 - Hallucinating Hacker09:57 - Surprisingly Neutral Tone12:18 - SIMA 214:10 - Alpha Parallels17:24 - AI MusicAI Insiders ($9!): https://www.patreon.com/AIExplainedGPT 5.1 Announcement: https://openai.com/index/gpt-5-1/System Card: https://cdn.openai.com/pdf/4173ec8d-1229-47db-96de-06d87147e07e/5_1_system_card.pdfBenchmarks: https://openai.com/index/gpt-5-1-for-developers/Simple Bench: https://lmcouncil.ai/benchmarksAuto-Hacking: https://x.com/AnthropicAI/status/1989033793190277618https://www.anthropic.com/news/disrupting-AI-espionageReport: https://assets.anthropic.com/m/ec212e6566a0d47/original/Disrupting-the-first-reported-AI-orchestrated-cyber-espionage-campaign.pdfSima 2 Announcement: https://deepmind.google/blog/sima-2-an-agent-that-plays-reasons-and-learns-with-you-in-virtual-3d-worlds/https://x.com/amoufarek/status/1988986075331858693Scepticism: https://www.technologyreview.com/2025/11/13/1127921/google-deepmind-is-using-gemini-to-train-agents-inside-goat-simulator-3/Voyager: https://voyager.minedojo.org/Reuters Music: https://www.reuters.com/legal/litigation/are-you-listening-bots-survey-shows-ai-music-is-virtually-undetectable-2025-11-12/https://lmcouncil.aiNon-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 15:08:45 -0000 full AI Explained A lot just got released in the last 36 hours, and it will all affect hundreds of millions of people. 10 details you would miss if you just read the headlines, from GPT 5.1 regressions, to how Claude hacked Govt Agencies, to SIMA 2, and Musical Turing Tests.https://assemblyai.com/aiexplainedChapters:00:00 - Introduction00:56 - GPT 5.1 Smarter?01:47 - Some Regressions03:22 - Sycophancy?05:22 - Claude Auto-Hacking 06:16 - Jailbreaking through Granularity08:22 - This Will be Re-used09:30 - Hallucinating Hacker09:57 - Surprisingly Neutral Tone12:18 - SIMA 214:10 - Alpha Parallels17:24 - AI MusicAI Insiders ($9!): https://www.patreon.com/AIExplainedGPT 5.1 Announcement: https://openai.com/index/gpt-5-1/System Card: https://cdn.openai.com/pdf/4173ec8d-1229-47db-96de-06d87147e07e/5_1_system_card.pdfBenchmarks: https://openai.com/index/gpt-5-1-for-developers/Simple Bench: https://lmcouncil.ai/benchmarksAuto-Hacking: https://x.com/AnthropicAI/status/1989033793190277618https://www.anthropic.com/news/disrupting-AI-espionageReport: https://assets.anthropic.com/m/ec212e6566a0d47/original/Disrupting-the-first-reported-AI-orchestrated-cyber-espionage-campaign.pdfSima 2 Announcement: https://deepmind.google/blog/sima-2-an-agent-that-plays-reasons-and-learns-with-you-in-virtual-3d-worlds/https://x.com/amoufarek/status/1988986075331858693Scepticism: https://www.technologyreview.com/2025/11/13/1127921/google-deepmind-is-using-gemini-to-train-agents-inside-goat-simulator-3/Voyager: https://voyager.minedojo.org/Reuters Music: https://www.reuters.com/legal/litigation/are-you-listening-bots-survey-shows-ai-music-is-virtually-undetectable-2025-11-12/https://lmcouncil.aiNon-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices A lot just got released in the last 36 hours, and it will all affect hundreds of millions of people. 10 details you would miss if you just read the headlines, from GPT 5.1 regressions, to how Claude hacked Govt Agencies, to SIMA 2, and Musical Turing Tests.

https://assemblyai.com/aiexplained

Chapters:
00:00 - Introduction
00:56 - GPT 5.1 Smarter?
01:47 - Some Regressions
03:22 - Sycophancy?
05:22 - Claude Auto-Hacking
06:16 - Jailbreaking through Granularity
08:22 - This Will be Re-used
09:30 - Hallucinating Hacker
09:57 - Surprisingly Neutral Tone
12:18 - SIMA 2
14:10 - Alpha Parallels
17:24 - AI Music


AI Insiders ($9!): https://www.patreon.com/AIExplained


GPT 5.1 Announcement: https://openai.com/index/gpt-5-1/
System Card: https://cdn.openai.com/pdf/4173ec8d-1229-47db-96de-06d87147e07e/5_1_system_card.pdf
Benchmarks: https://openai.com/index/gpt-5-1-for-developers/
Simple Bench: https://lmcouncil.ai/benchmarks

Auto-Hacking: https://x.com/AnthropicAI/status/1989033793190277618
https://www.anthropic.com/news/disrupting-AI-espionage


Report: https://assets.anthropic.com/m/ec212e6566a0d47/original/Disrupting-the-first-reported-AI-orchestrated-cyber-espionage-campaign.pdf


Sima 2 Announcement: https://deepmind.google/blog/sima-2-an-agent-that-plays-reasons-and-learns-with-you-in-virtual-3d-worlds/
https://x.com/amoufarek/status/1988986075331858693
Scepticism: https://www.technologyreview.com/2025/11/13/1127921/google-deepmind-is-using-gemini-to-train-agents-inside-goat-simulator-3/
Voyager: https://voyager.minedojo.org/

Reuters Music: https://www.reuters.com/legal/litigation/are-you-listening-bots-survey-shows-ai-music-is-virtually-undetectable-2025-11-12/


https://lmcouncil.ai


Non-hype Newsletter: https://signaltonoise.beehiiv.com/

Podcast: https://aiexplainedopodcast.buzzsprout.com/

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]]> 1481 no AI Agents Take the Wheel: Devin, SIMA, Figure 01 and The Future of Jobs Devin, SIMA, Figure 01, all in 24 hours. What does it mean and are AI models taking the wheel? I’ll go through 5 relevant papers and 11 articles to get you all the relevant details, from what exactly Devin accomplished, and didn’t, to DeepMind's new AGI-attempt-in-3D (SIMA) to just how far AI agents have come and what that means for the future of jobs. They’ll also be a guest star … discussing … me?AI Insiders [Exclusive videos, Discord, Interviews and More]: https://www.patreon.com/AIExplainedDevin: https://www.cognition-labs.com/blogDevin YT: https://www.youtube.com/watch?v=V_J-xOeCklQSWE-bench: https://arxiv.org/pdf/2310.06770.pdfCognition Twitter: https://twitter.com/cognition_labs/with_repliesReality Check: https://twitter.com/bindureddy/status/1768056098995814836Karpathy Tweet: https://twitter.com/karpathy/status/1767598414945292695Bloomberg: https://www.bloomberg.com/news/articles/2024-03-12/cognition-ai-is-a-peter-thiel-backed-coding-assistant?Chollet Prediction: https://twitter.com/fchollet/status/1767935813646716976https://magic.dev/SIMA: https://deepmind.google/discover/blog/sima-generalist-ai-agent-for-3d-virtual-environments/SIMA Paper: https://storage.googleapis.com/deepmind-media/DeepMind.com/Blog/sima-generalist-ai-agent-for-3d-virtual-environments/Scaling%20Instructable%20Agents%20Across%20Many%20Simulated%20Worlds.pdfMobileAgent: https://arxiv.org/pdf/2401.16158.pdf OpenAI Agent: https://www.theinformation.com/articles/openai-shifts-ai-battleground-to-software-that-operates-devices-automates-tasks?rc=sy0ihqRed Dead Redemption AI: https://arxiv.org/pdf/2403.03186.pdfRT-X: https://deepmind.google/discover/blog/scaling-up-learning-across-many-different-robot-types/Figure 01 Hz: https://twitter.com/coreylynch/status/1767928771875868677 MasterPlan: https://www.figure.ai/master-planUnit Cost: https://www.cnbc.com/2024/02/29/robot-startup-figure-valued-at-2point6-billion-by-bezos-amazon-nvidia.htmlMMMU: https://arxiv.org/pdf/2311.16502.pdfhttps://github.com/MMMU-Benchmark/MMMUJeff Clune Tweet: https://twitter.com/jeffclune/status/1768320487627579466Semianalysis: https://www.semianalysis.com/p/ai-datacenter-energy-dilemma-raceHuang AGI Quote: https://www.reuters.com/technology/nvidia-ceo-says-ai-could-pass-human-tests-five-years-2024-03-01/Altman Quote: https://www.marketingaiinstitute.com/blog/sam-altman-ai-agi-marketing?s=09US Govt Report: https://twitter.com/jeffclune?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5EauthorAI Insiders: https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 14:40:00 -0000 full AI Explained Devin, SIMA, Figure 01, all in 24 hours. What does it mean and are AI models taking the wheel? I’ll go through 5 relevant papers and 11 articles to get you all the relevant details, from what exactly Devin accomplished, and didn’t, to DeepMind's new AGI-attempt-in-3D (SIMA) to just how far AI agents have come and what that means for the future of jobs. They’ll also be a guest star … discussing … me?AI Insiders [Exclusive videos, Discord, Interviews and More]: https://www.patreon.com/AIExplainedDevin: https://www.cognition-labs.com/blogDevin YT: https://www.youtube.com/watch?v=V_J-xOeCklQSWE-bench: https://arxiv.org/pdf/2310.06770.pdfCognition Twitter: https://twitter.com/cognition_labs/with_repliesReality Check: https://twitter.com/bindureddy/status/1768056098995814836Karpathy Tweet: https://twitter.com/karpathy/status/1767598414945292695Bloomberg: https://www.bloomberg.com/news/articles/2024-03-12/cognition-ai-is-a-peter-thiel-backed-coding-assistant?Chollet Prediction: https://twitter.com/fchollet/status/1767935813646716976https://magic.dev/SIMA: https://deepmind.google/discover/blog/sima-generalist-ai-agent-for-3d-virtual-environments/SIMA Paper: https://storage.googleapis.com/deepmind-media/DeepMind.com/Blog/sima-generalist-ai-agent-for-3d-virtual-environments/Scaling%20Instructable%20Agents%20Across%20Many%20Simulated%20Worlds.pdfMobileAgent: https://arxiv.org/pdf/2401.16158.pdf OpenAI Agent: https://www.theinformation.com/articles/openai-shifts-ai-battleground-to-software-that-operates-devices-automates-tasks?rc=sy0ihqRed Dead Redemption AI: https://arxiv.org/pdf/2403.03186.pdfRT-X: https://deepmind.google/discover/blog/scaling-up-learning-across-many-different-robot-types/Figure 01 Hz: https://twitter.com/coreylynch/status/1767928771875868677 MasterPlan: https://www.figure.ai/master-planUnit Cost: https://www.cnbc.com/2024/02/29/robot-startup-figure-valued-at-2point6-billion-by-bezos-amazon-nvidia.htmlMMMU: https://arxiv.org/pdf/2311.16502.pdfhttps://github.com/MMMU-Benchmark/MMMUJeff Clune Tweet: https://twitter.com/jeffclune/status/1768320487627579466Semianalysis: https://www.semianalysis.com/p/ai-datacenter-energy-dilemma-raceHuang AGI Quote: https://www.reuters.com/technology/nvidia-ceo-says-ai-could-pass-human-tests-five-years-2024-03-01/Altman Quote: https://www.marketingaiinstitute.com/blog/sam-altman-ai-agi-marketing?s=09US Govt Report: https://twitter.com/jeffclune?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5EauthorAI Insiders: https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Devin, SIMA, Figure 01, all in 24 hours. What does it mean and are AI models taking the wheel? I’ll go through 5 relevant papers and 11 articles to get you all the relevant details, from what exactly Devin accomplished, and didn’t, to DeepMind's new AGI-attempt-in-3D (SIMA) to just how far AI agents have come and what that means for the future of jobs. They’ll also be a guest star … discussing … me?

AI Insiders [Exclusive videos, Discord, Interviews and More]: https://www.patreon.com/AIExplained

Devin: https://www.cognition-labs.com/blog
Devin YT: https://www.youtube.com/watch?v=V_J-xOeCklQ
SWE-bench: https://arxiv.org/pdf/2310.06770.pdf
Cognition Twitter: https://twitter.com/cognition_labs/with_replies
Reality Check: https://twitter.com/bindureddy/status/1768056098995814836
Karpathy Tweet: https://twitter.com/karpathy/status/1767598414945292695
Bloomberg: https://www.bloomberg.com/news/articles/2024-03-12/cognition-ai-is-a-peter-thiel-backed-coding-assistant?
Chollet Prediction: https://twitter.com/fchollet/status/1767935813646716976
https://magic.dev/
SIMA: https://deepmind.google/discover/blog/sima-generalist-ai-agent-for-3d-virtual-environments/
SIMA Paper: https://storage.googleapis.com/deepmind-media/DeepMind.com/Blog/sima-generalist-ai-agent-for-3d-virtual-environments/Scaling%20Instructable%20Agents%20Across%20Many%20Simulated%20Worlds.pdf
MobileAgent: https://arxiv.org/pdf/2401.16158.pdf
OpenAI Agent: https://www.theinformation.com/articles/openai-shifts-ai-battleground-to-software-that-operates-devices-automates-tasks?rc=sy0ihq
Red Dead Redemption AI: https://arxiv.org/pdf/2403.03186.pdf
RT-X: https://deepmind.google/discover/blog/scaling-up-learning-across-many-different-robot-types/
Figure 01 Hz: https://twitter.com/coreylynch/status/1767928771875868677
MasterPlan: https://www.figure.ai/master-plan
Unit Cost: https://www.cnbc.com/2024/02/29/robot-startup-figure-valued-at-2point6-billion-by-bezos-amazon-nvidia.html
MMMU: https://arxiv.org/pdf/2311.16502.pdf
https://github.com/MMMU-Benchmark/MMMU
Jeff Clune Tweet: https://twitter.com/jeffclune/status/1768320487627579466
Semianalysis: https://www.semianalysis.com/p/ai-datacenter-energy-dilemma-race
Huang AGI Quote: https://www.reuters.com/technology/nvidia-ceo-says-ai-could-pass-human-tests-five-years-2024-03-01/
Altman Quote: https://www.marketingaiinstitute.com/blog/sam-altman-ai-agi-marketing?s=09
US Govt Report: https://twitter.com/jeffclune?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5Eauthor

AI Insiders: https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 1595 no Google Gemini: AlphaGo-GPT? Does Gemini = AlphaGo + GPT? This video showcases everything we know so far about Gemini ['Google's GPT 5'], drawing not only on Demis Hassabis' provocative new Wired Interview, and leaks in The Information, but also deep research into recent papers and talks from those working at Google DeepMind. Let me know what you think of Gemini, both on its potential to upend the race to AGI, its effect on timelines, whether it will utilise a Tree of Thoughts approach, draw on YouTube, and its safety implications in terms of planning. I will also cover Hogarth's Foundation Model Taskforce and how it relates to DeepMind, and end with a word on employee distribution and the UK AI Summit. Wired Interview: https://www.wired.com/story/google-deepmind-demis-hassabis-chatgpt/?redirectURL=https%3A%2F%2Fwww.wired.com%2Fstory%2Fgoogle-deepmind-demis-hassabis-chatgpt%2FRoboCat: https://www.deepmind.com/blog/robocat-a-self-improving-robotic-agenthttps://www.youtube.com/watch?v=535W4Pih1C0&t=6shttps://arxiv.org/pdf/2306.11706.pdfGemini Announce: https://www.youtube.com/watch?v=ixRanV-rdAQHassabis Talks: https://www.youtube.com/watch?v=Ds132TzmLRQ&t=1381shttps://www.youtube.com/watch?v=KHFmIknP_Hc&t=2241sExtreme Risks: https://arxiv.org/pdf/2305.15324.pdfAlphaFold: https://www.deepmind.com/blog/alphafold-reveals-the-structure-of-the-protein-universeSlow Down the Race: https://www.ft.com/content/03895dc4-a3b7-481e-95cc-336a524f2ac2Nadella Freakonomics: https://twitter.com/liron/status/1671936814314323970Tree of Thoughts PaperThe Information Report: https://www.theinformation.com/articles/why-youtube-could-give-google-an-edge-in-aiUK AI: https://twitter.com/SciTechgovuk/status/1670313211625701376https://twitter.com/RishiSunak/status/1666742625573957635TinyStories: https://arxiv.org/pdf/2305.07759.pdfhttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 14:11:15 -0000 full AI Explained Does Gemini = AlphaGo + GPT? This video showcases everything we know so far about Gemini ['Google's GPT 5'], drawing not only on Demis Hassabis' provocative new Wired Interview, and leaks in The Information, but also deep research into recent papers and talks from those working at Google DeepMind. Let me know what you think of Gemini, both on its potential to upend the race to AGI, its effect on timelines, whether it will utilise a Tree of Thoughts approach, draw on YouTube, and its safety implications in terms of planning. I will also cover Hogarth's Foundation Model Taskforce and how it relates to DeepMind, and end with a word on employee distribution and the UK AI Summit. Wired Interview: https://www.wired.com/story/google-deepmind-demis-hassabis-chatgpt/?redirectURL=https%3A%2F%2Fwww.wired.com%2Fstory%2Fgoogle-deepmind-demis-hassabis-chatgpt%2FRoboCat: https://www.deepmind.com/blog/robocat-a-self-improving-robotic-agenthttps://www.youtube.com/watch?v=535W4Pih1C0&t=6shttps://arxiv.org/pdf/2306.11706.pdfGemini Announce: https://www.youtube.com/watch?v=ixRanV-rdAQHassabis Talks: https://www.youtube.com/watch?v=Ds132TzmLRQ&t=1381shttps://www.youtube.com/watch?v=KHFmIknP_Hc&t=2241sExtreme Risks: https://arxiv.org/pdf/2305.15324.pdfAlphaFold: https://www.deepmind.com/blog/alphafold-reveals-the-structure-of-the-protein-universeSlow Down the Race: https://www.ft.com/content/03895dc4-a3b7-481e-95cc-336a524f2ac2Nadella Freakonomics: https://twitter.com/liron/status/1671936814314323970Tree of Thoughts PaperThe Information Report: https://www.theinformation.com/articles/why-youtube-could-give-google-an-edge-in-aiUK AI: https://twitter.com/SciTechgovuk/status/1670313211625701376https://twitter.com/RishiSunak/status/1666742625573957635TinyStories: https://arxiv.org/pdf/2305.07759.pdfhttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Does Gemini = AlphaGo + GPT? This video showcases everything we know so far about Gemini ['Google's GPT 5'], drawing not only on Demis Hassabis' provocative new Wired Interview, and leaks in The Information, but also deep research into recent papers and talks from those working at Google DeepMind.

Let me know what you think of Gemini, both on its potential to upend the race to AGI, its effect on timelines, whether it will utilise a Tree of Thoughts approach, draw on YouTube, and its safety implications in terms of planning. I will also cover Hogarth's Foundation Model Taskforce and how it relates to DeepMind, and end with a word on employee distribution and the UK AI Summit.

Wired Interview: https://www.wired.com/story/google-deepmind-demis-hassabis-chatgpt/?redirectURL=https%3A%2F%2Fwww.wired.com%2Fstory%2Fgoogle-deepmind-demis-hassabis-chatgpt%2F
RoboCat: https://www.deepmind.com/blog/robocat-a-self-improving-robotic-agent
https://www.youtube.com/watch?v=535W4Pih1C0&t=6s
https://arxiv.org/pdf/2306.11706.pdf
Gemini Announce: https://www.youtube.com/watch?v=ixRanV-rdAQ
Hassabis Talks: https://www.youtube.com/watch?v=Ds132TzmLRQ&t=1381s
https://www.youtube.com/watch?v=KHFmIknP_Hc&t=2241s
Extreme Risks: https://arxiv.org/pdf/2305.15324.pdf
AlphaFold: https://www.deepmind.com/blog/alphafold-reveals-the-structure-of-the-protein-universe
Slow Down the Race: https://www.ft.com/content/03895dc4-a3b7-481e-95cc-336a524f2ac2
Nadella Freakonomics: https://twitter.com/liron/status/1671936814314323970
Tree of Thoughts Paper
The Information Report: https://www.theinformation.com/articles/why-youtube-could-give-google-an-edge-in-ai
UK AI: https://twitter.com/SciTechgovuk/status/1670313211625701376
https://twitter.com/RishiSunak/status/1666742625573957635
TinyStories: https://arxiv.org/pdf/2305.07759.pdf


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]]> 1026 no The New Claude 3.5 Sonnet: Better, Yes, But Not Just in the Way You Might Think A new state of the art LLM (at least for creative writing and basic reasoning) but what lies behind the numbers that were put out? Is it for real, and are AI agents about to grab your mouse and shake your cursor? Weights and Biases' Weave: https://wandb.me/ai_explainedPlus, results on my own Simple Bench, and new tools from Runway (Act-One), HeyGen (Zoom Calls) and an updated NotebookLM. AI, without the hype.AI Insiders: https://www.patreon.com/AIExplainedChapters:00:00 – Introduction00:57 – Claude 3.5 Sonnet (New) Paper02:06 – Demo 02:58 – OSWorld 04:29 – Benchmarks compared + OpenAI Response08:30 – Tau-Bench13:09 – SimpleBench Results17:05 – Yellowstone Detour17:29 – Runway Act-One18:44 – HeyGen Interactive Avatars + Demo21:06 – NotebookLM UpdateNew Claude: https://www.anthropic.com/news/3-5-models-and-computer-usehttps://www.anthropic.com/research/developing-computer-usePaper: https://assets.anthropic.com/m/1cd9d098ac3e6467/original/Claude-3-Model-Card-October-Addendum.pdfDemo Diversion: https://x.com/AnthropicAI/status/1848742761278611504https://www.youtube.com/watch?v=jqx18KgIzAEo1 Comparison: https://openai.com/index/learning-to-reason-with-llms/https://www.swebench.com/Tau Bench: https://arxiv.org/pdf/2406.12045OSWorld: https://arxiv.org/pdf/2404.07972GSM Reasoning: https://arxiv.org/pdf/2410.05229Sierra Valuation: https://www.theinformation.com/articles/bret-taylors-ai-agent-startup-nears-deal-that-could-value-it-at-over-4-billion?rc=sy0ihqClaude Impressions: https://x.com/skirano/status/1848750867245133982o1 System Card: https://assets.ctfassets.net/kftzwdyauwt9/67qJD51Aur3eIc96iOfeOP/71551c3d223cd97e591aa89567306912/o1_system_card.pdfNotebookLM: https://notebooklm.google/Runway Act-One: https://runwayml.com/research/introducing-act-oneHeyGen Zoom: https://labs.heygen.com/interactive-avatar/vickyMinistral Comparison: https://x.com/armandjoulin/status/1846581336909230255My Coursera Course - The 8 Most Controversial Terms in AI: https://imp.i384100.net/m57g3MNon-hype Newsletter: https://signaltonoise.beehiiv.com/I use Descript to edit my videos (no pauses or filler words!): https://get.descript.com/ldgxfuj2bhnbMany people expense AI Insiders for work. Feel free to use the Template in the 'About Section' of my Patreon. https://www.patreon.com/AIExplained Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 13:42:30 -0000 full AI Explained A new state of the art LLM (at least for creative writing and basic reasoning) but what lies behind the numbers that were put out? Is it for real, and are AI agents about to grab your mouse and shake your cursor? Weights and Biases' Weave: https://wandb.me/ai_explainedPlus, results on my own Simple Bench, and new tools from Runway (Act-One), HeyGen (Zoom Calls) and an updated NotebookLM. AI, without the hype.AI Insiders: https://www.patreon.com/AIExplainedChapters:00:00 – Introduction00:57 – Claude 3.5 Sonnet (New) Paper02:06 – Demo 02:58 – OSWorld 04:29 – Benchmarks compared + OpenAI Response08:30 – Tau-Bench13:09 – SimpleBench Results17:05 – Yellowstone Detour17:29 – Runway Act-One18:44 – HeyGen Interactive Avatars + Demo21:06 – NotebookLM UpdateNew Claude: https://www.anthropic.com/news/3-5-models-and-computer-usehttps://www.anthropic.com/research/developing-computer-usePaper: https://assets.anthropic.com/m/1cd9d098ac3e6467/original/Claude-3-Model-Card-October-Addendum.pdfDemo Diversion: https://x.com/AnthropicAI/status/1848742761278611504https://www.youtube.com/watch?v=jqx18KgIzAEo1 Comparison: https://openai.com/index/learning-to-reason-with-llms/https://www.swebench.com/Tau Bench: https://arxiv.org/pdf/2406.12045OSWorld: https://arxiv.org/pdf/2404.07972GSM Reasoning: https://arxiv.org/pdf/2410.05229Sierra Valuation: https://www.theinformation.com/articles/bret-taylors-ai-agent-startup-nears-deal-that-could-value-it-at-over-4-billion?rc=sy0ihqClaude Impressions: https://x.com/skirano/status/1848750867245133982o1 System Card: https://assets.ctfassets.net/kftzwdyauwt9/67qJD51Aur3eIc96iOfeOP/71551c3d223cd97e591aa89567306912/o1_system_card.pdfNotebookLM: https://notebooklm.google/Runway Act-One: https://runwayml.com/research/introducing-act-oneHeyGen Zoom: https://labs.heygen.com/interactive-avatar/vickyMinistral Comparison: https://x.com/armandjoulin/status/1846581336909230255My Coursera Course - The 8 Most Controversial Terms in AI: https://imp.i384100.net/m57g3MNon-hype Newsletter: https://signaltonoise.beehiiv.com/I use Descript to edit my videos (no pauses or filler words!): https://get.descript.com/ldgxfuj2bhnbMany people expense AI Insiders for work. Feel free to use the Template in the 'About Section' of my Patreon. https://www.patreon.com/AIExplained Learn more about your ad choices. Visit megaphone.fm/adchoices A new state of the art LLM (at least for creative writing and basic reasoning) but what lies behind the numbers that were put out? Is it for real, and are AI agents about to grab your mouse and shake your cursor? Weights and Biases' Weave: https://wandb.me/ai_explained

Plus, results on my own Simple Bench, and new tools from Runway (Act-One), HeyGen (Zoom Calls) and an updated NotebookLM. AI, without the hype.


AI Insiders: https://www.patreon.com/AIExplained

Chapters:
00:00 – Introduction
00:57 – Claude 3.5 Sonnet (New) Paper
02:06 – Demo
02:58 – OSWorld
04:29 – Benchmarks compared + OpenAI Response
08:30 – Tau-Bench
13:09 – SimpleBench Results
17:05 – Yellowstone Detour
17:29 – Runway Act-One
18:44 – HeyGen Interactive Avatars + Demo
21:06 – NotebookLM Update

New Claude: https://www.anthropic.com/news/3-5-models-and-computer-use
https://www.anthropic.com/research/developing-computer-use
Paper: https://assets.anthropic.com/m/1cd9d098ac3e6467/original/Claude-3-Model-Card-October-Addendum.pdf
Demo Diversion: https://x.com/AnthropicAI/status/1848742761278611504
https://www.youtube.com/watch?v=jqx18KgIzAE
o1 Comparison: https://openai.com/index/learning-to-reason-with-llms/
https://www.swebench.com/
Tau Bench: https://arxiv.org/pdf/2406.12045
OSWorld: https://arxiv.org/pdf/2404.07972
GSM Reasoning: https://arxiv.org/pdf/2410.05229
Sierra Valuation: https://www.theinformation.com/articles/bret-taylors-ai-agent-startup-nears-deal-that-could-value-it-at-over-4-billion?rc=sy0ihq
Claude Impressions: https://x.com/skirano/status/1848750867245133982
o1 System Card: https://assets.ctfassets.net/kftzwdyauwt9/67qJD51Aur3eIc96iOfeOP/71551c3d223cd97e591aa89567306912/o1_system_card.pdf
NotebookLM: https://notebooklm.google/
Runway Act-One: https://runwayml.com/research/introducing-act-one
HeyGen Zoom: https://labs.heygen.com/interactive-avatar/vicky
Ministral Comparison: https://x.com/armandjoulin/status/1846581336909230255


My Coursera Course - The 8 Most Controversial Terms in AI: https://imp.i384100.net/m57g3M

Non-hype Newsletter: https://signaltonoise.beehiiv.com/

I use Descript to edit my videos (no pauses or filler words!): https://get.descript.com/ldgxfuj2bhnb

Many people expense AI Insiders for work. Feel free to use the Template in the 'About Section' of my Patreon.

https://www.patreon.com/AIExplained

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 1789 no Gemini Full Breakdown + AlphaCode 2 Bombshell Gemini is here! All 60 pages of the technical report read, plus the AlphaCode 2 bombshell paper explained and analysed. Is that paper even more consequential than Gemini? Plus the launch of AI Insiders, Gemini demos, Hassabis hints and much, much more!AI Insiders: https://www.patreon.com/AIExplained/membershipRelease Page: https://deepmind.google/technologies/gemini/#introductionGemini Technical Report: https://storage.googleapis.com/deepmind-media/gemini/gemini_1_report.pdfMMLU SmartGPT Video:https://www.youtube.com/watch?v=hVade_8H8mEAvailability: https://blog.google/technology/ai/google-gemini-ai/#availabilityAlphaCode 2 Paper: https://storage.googleapis.com/deepmind-media/AlphaCode2/AlphaCode2_Tech_Report.pdfGoogle Clips: https://www.youtube.com/watch?v=K4pX1VAxaAIGoogle Credits: https://www.nytimes.com/2023/12/06/technology/google-ai-bard-chatbot-gemini.htmlHassabis Wired: https://www.wired.com/story/google-deepmind-demis-hassabis-gemini-ai/The Verge Hassabis: https://www.theverge.com/2023/12/6/23990466/google-gemini-llm-ai-modelMMLU: https://arxiv.org/pdf/2009.03300.pdfJim Fan Tweet: https://twitter.com/DrJimFan/status/1731473285668618581 Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 13:13:45 -0000 full AI Explained Gemini is here! All 60 pages of the technical report read, plus the AlphaCode 2 bombshell paper explained and analysed. Is that paper even more consequential than Gemini? Plus the launch of AI Insiders, Gemini demos, Hassabis hints and much, much more!AI Insiders: https://www.patreon.com/AIExplained/membershipRelease Page: https://deepmind.google/technologies/gemini/#introductionGemini Technical Report: https://storage.googleapis.com/deepmind-media/gemini/gemini_1_report.pdfMMLU SmartGPT Video:https://www.youtube.com/watch?v=hVade_8H8mEAvailability: https://blog.google/technology/ai/google-gemini-ai/#availabilityAlphaCode 2 Paper: https://storage.googleapis.com/deepmind-media/AlphaCode2/AlphaCode2_Tech_Report.pdfGoogle Clips: https://www.youtube.com/watch?v=K4pX1VAxaAIGoogle Credits: https://www.nytimes.com/2023/12/06/technology/google-ai-bard-chatbot-gemini.htmlHassabis Wired: https://www.wired.com/story/google-deepmind-demis-hassabis-gemini-ai/The Verge Hassabis: https://www.theverge.com/2023/12/6/23990466/google-gemini-llm-ai-modelMMLU: https://arxiv.org/pdf/2009.03300.pdfJim Fan Tweet: https://twitter.com/DrJimFan/status/1731473285668618581 Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Gemini is here! All 60 pages of the technical report read, plus the AlphaCode 2 bombshell paper explained and analysed. Is that paper even more consequential than Gemini? Plus the launch of AI Insiders, Gemini demos, Hassabis hints and much, much more!

AI Insiders: https://www.patreon.com/AIExplained/membership

Release Page: https://deepmind.google/technologies/gemini/#introduction
Gemini Technical Report: https://storage.googleapis.com/deepmind-media/gemini/gemini_1_report.pdf
MMLU SmartGPT Video:https://www.youtube.com/watch?v=hVade_8H8mE
Availability: https://blog.google/technology/ai/google-gemini-ai/#availability
AlphaCode 2 Paper: https://storage.googleapis.com/deepmind-media/AlphaCode2/AlphaCode2_Tech_Report.pdf
Google Clips: https://www.youtube.com/watch?v=K4pX1VAxaAI
Google Credits: https://www.nytimes.com/2023/12/06/technology/google-ai-bard-chatbot-gemini.html
Hassabis Wired: https://www.wired.com/story/google-deepmind-demis-hassabis-gemini-ai/
The Verge Hassabis: https://www.theverge.com/2023/12/6/23990466/google-gemini-llm-ai-model
MMLU: https://arxiv.org/pdf/2009.03300.pdf
Jim Fan Tweet: https://twitter.com/DrJimFan/status/1731473285668618581 Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 1618 no The New, Smartest AI: Claude 3 – Tested vs Gemini 1.5 + GPT-4 Claude 3 is out and Anthropic claim it is the most intelligent language model on the planet. The paper was released 90 minutes ago, and I’ve read it in full and the release notes. I’ve tested the model and compared it to Gemini 1.5 and GPT-4 in image analysis, business use cases, long context, logic, mathematics, JSON outputting, risqué content, creative writing, official benchmarks and more. In short, I think the model will be popular … but why so, and what does that mean for AGI?AI Insiders: https://www.patreon.com/AIExplainedClaude 3 Opus: https://claude.ai/chatsPaper, w/ Opus, Sonnet and Haiku: https://www-cdn.anthropic.com/de8ba9b01c9ab7cbabf5c33b80b7bbc618857627/Model_Card_Claude_3.pdfRelease Notes: https://www.anthropic.com/news/claude-3-family Pricing, Opus, Sonnet and Haiku: https://www.anthropic.com/api#pricingAmodei Interview: https://www.dwarkeshpatel.com/p/dario-amodeiNYT Anthropic: https://www.nytimes.com/2023/07/11/technology/anthropic-ai-claude-chatbot.htmlLLM Leaderboard: https://huggingface.co/spaces/lmsys/chatbot-arena-leaderboardGemini 1.5: https://storage.googleapis.com/deepmind-media/gemini/gemini_v1_5_report.pdfGPQA: https://arxiv.org/pdf/2311.12022.pdfGPT-4 Turbo Benchmark, Kinda: https://arxiv.org/html/2401.02985v1AI Insiders: https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 12:45:00 -0000 full AI Explained Claude 3 is out and Anthropic claim it is the most intelligent language model on the planet. The paper was released 90 minutes ago, and I’ve read it in full and the release notes. I’ve tested the model and compared it to Gemini 1.5 and GPT-4 in image analysis, business use cases, long context, logic, mathematics, JSON outputting, risqué content, creative writing, official benchmarks and more. In short, I think the model will be popular … but why so, and what does that mean for AGI?AI Insiders: https://www.patreon.com/AIExplainedClaude 3 Opus: https://claude.ai/chatsPaper, w/ Opus, Sonnet and Haiku: https://www-cdn.anthropic.com/de8ba9b01c9ab7cbabf5c33b80b7bbc618857627/Model_Card_Claude_3.pdfRelease Notes: https://www.anthropic.com/news/claude-3-family Pricing, Opus, Sonnet and Haiku: https://www.anthropic.com/api#pricingAmodei Interview: https://www.dwarkeshpatel.com/p/dario-amodeiNYT Anthropic: https://www.nytimes.com/2023/07/11/technology/anthropic-ai-claude-chatbot.htmlLLM Leaderboard: https://huggingface.co/spaces/lmsys/chatbot-arena-leaderboardGemini 1.5: https://storage.googleapis.com/deepmind-media/gemini/gemini_v1_5_report.pdfGPQA: https://arxiv.org/pdf/2311.12022.pdfGPT-4 Turbo Benchmark, Kinda: https://arxiv.org/html/2401.02985v1AI Insiders: https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Claude 3 is out and Anthropic claim it is the most intelligent language model on the planet. The paper was released 90 minutes ago, and I’ve read it in full and the release notes. I’ve tested the model and compared it to Gemini 1.5 and GPT-4 in image analysis, business use cases, long context, logic, mathematics, JSON outputting, risqué content, creative writing, official benchmarks and more.

In short, I think the model will be popular … but why so, and what does that mean for AGI?

AI Insiders: https://www.patreon.com/AIExplained

Claude 3 Opus: https://claude.ai/chats
Paper, w/ Opus, Sonnet and Haiku: https://www-cdn.anthropic.com/de8ba9b01c9ab7cbabf5c33b80b7bbc618857627/Model_Card_Claude_3.pdf
Release Notes: https://www.anthropic.com/news/claude-3-family
Pricing, Opus, Sonnet and Haiku: https://www.anthropic.com/api#pricing
Amodei Interview: https://www.dwarkeshpatel.com/p/dario-amodei
NYT Anthropic: https://www.nytimes.com/2023/07/11/technology/anthropic-ai-claude-chatbot.html
LLM Leaderboard: https://huggingface.co/spaces/lmsys/chatbot-arena-leaderboard
Gemini 1.5: https://storage.googleapis.com/deepmind-media/gemini/gemini_v1_5_report.pdf
GPQA: https://arxiv.org/pdf/2311.12022.pdf
GPT-4 Turbo Benchmark, Kinda: https://arxiv.org/html/2401.02985v1

AI Insiders: https://www.patreon.com/AIExplained

Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 1385 no Claude AI Co-founder Publishes 4 Big Claims about Near Future: Breakdown Anthropic's CEO, who has consistently predicted transformative AI will arrive before 2030, recently published a nearly 20,000-word essay outlining his vision of where AI is heading. The video gives you the highlights. The essay argues that scaling and recursion will advance AI from coding automation to full engineering automation, while warning of economic displacement within 1-2 years and China's trajectory toward AI-enabled totalitarianism. Additionally, Dario Amodei predicts that AI models will increasingly be understood as collections of distinct personas rather than monolithic systems.80,000 Hours: https://80000hours.org/aiexplained https://www.youtube.com/watch?v=B54EQiuO1UUCheck out my fast-growing (!) app, free to use, and code INSIDER15 for Pro: https://lmcouncil.aiAI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction01:10 - Scaling to software engineers06:11 - Permanent Underclass10:18 - Totalitarian Nightmares16:38 - Collection of PersonasEssay: https://www.darioamodei.com/essay/the-adolescence-of-technologyPhysics Prediction: https://www.quantamagazine.org/is-particle-physics-dead-dying-or-just-hard-20260126/Axios: https://www.axios.com/2025/05/28/ai-jobs-white-collar-unemployment-anthropicWorld GDP: https://data.worldbank.org/indicator/NY.GDP.MKTP.KD.ZG?end=2024&start=1961&view=chartDemis Hassabis Counter: https://www.youtube.com/watch?v=q6fq4_uP7aMKarpathy 80%: https://x.com/karpathy/status/2015883857489522876Machines of Loving Grace: https://www.darioamodei.com/essay/machines-of-loving-graceAnthropic LessWrong: https://www.lesswrong.com/posts/5aKRshJzhojqfbRyo/unless-its-governance-changes-anthropic-is-untrustworthy#1__In_private__Dario_frequently_said_he_won_t_push_the_frontier_of_AI_capabilities__later__Anthropic_pushed_the_frontierOriginal Constitution: https://www.anthropic.com/news/claudes-constitutionNew Constitution: https://www.anthropic.com/constitutionKimi K2.5: https://x.com/Kimi_Moonshot/status/2016024049869324599Societies of Thought, Google DeepMind Paper: https://arxiv.org/pdf/2601.10825https://lmcouncil.ai/benchmarkshttps://www.patreon.com/posts/our-new-age-of-133960279Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 12:16:15 -0000 full AI Explained Anthropic's CEO, who has consistently predicted transformative AI will arrive before 2030, recently published a nearly 20,000-word essay outlining his vision of where AI is heading. The video gives you the highlights. The essay argues that scaling and recursion will advance AI from coding automation to full engineering automation, while warning of economic displacement within 1-2 years and China's trajectory toward AI-enabled totalitarianism. Additionally, Dario Amodei predicts that AI models will increasingly be understood as collections of distinct personas rather than monolithic systems.80,000 Hours: https://80000hours.org/aiexplained https://www.youtube.com/watch?v=B54EQiuO1UUCheck out my fast-growing (!) app, free to use, and code INSIDER15 for Pro: https://lmcouncil.aiAI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction01:10 - Scaling to software engineers06:11 - Permanent Underclass10:18 - Totalitarian Nightmares16:38 - Collection of PersonasEssay: https://www.darioamodei.com/essay/the-adolescence-of-technologyPhysics Prediction: https://www.quantamagazine.org/is-particle-physics-dead-dying-or-just-hard-20260126/Axios: https://www.axios.com/2025/05/28/ai-jobs-white-collar-unemployment-anthropicWorld GDP: https://data.worldbank.org/indicator/NY.GDP.MKTP.KD.ZG?end=2024&start=1961&view=chartDemis Hassabis Counter: https://www.youtube.com/watch?v=q6fq4_uP7aMKarpathy 80%: https://x.com/karpathy/status/2015883857489522876Machines of Loving Grace: https://www.darioamodei.com/essay/machines-of-loving-graceAnthropic LessWrong: https://www.lesswrong.com/posts/5aKRshJzhojqfbRyo/unless-its-governance-changes-anthropic-is-untrustworthy#1__In_private__Dario_frequently_said_he_won_t_push_the_frontier_of_AI_capabilities__later__Anthropic_pushed_the_frontierOriginal Constitution: https://www.anthropic.com/news/claudes-constitutionNew Constitution: https://www.anthropic.com/constitutionKimi K2.5: https://x.com/Kimi_Moonshot/status/2016024049869324599Societies of Thought, Google DeepMind Paper: https://arxiv.org/pdf/2601.10825https://lmcouncil.ai/benchmarkshttps://www.patreon.com/posts/our-new-age-of-133960279Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Anthropic's CEO, who has consistently predicted transformative AI will arrive before 2030, recently published a nearly 20,000-word essay outlining his vision of where AI is heading. The video gives you the highlights. The essay argues that scaling and recursion will advance AI from coding automation to full engineering automation, while warning of economic displacement within 1-2 years and China's trajectory toward AI-enabled totalitarianism. Additionally, Dario Amodei predicts that AI models will increasingly be understood as collections of distinct personas rather than monolithic systems.

80,000 Hours: https://80000hours.org/aiexplained

https://www.youtube.com/watch?v=B54EQiuO1UU





Check out my fast-growing (!) app, free to use, and code INSIDER15 for Pro: https://lmcouncil.ai

AI Insiders ($9!): https://www.patreon.com/AIExplained


Chapters:
00:00 - Introduction
01:10 - Scaling to software engineers
06:11 - Permanent Underclass
10:18 - Totalitarian Nightmares
16:38 - Collection of Personas

Essay: https://www.darioamodei.com/essay/the-adolescence-of-technology

Physics Prediction: https://www.quantamagazine.org/is-particle-physics-dead-dying-or-just-hard-20260126/

Axios: https://www.axios.com/2025/05/28/ai-jobs-white-collar-unemployment-anthropic

World GDP: https://data.worldbank.org/indicator/NY.GDP.MKTP.KD.ZG?end=2024&start=1961&view=chart

Demis Hassabis Counter: https://www.youtube.com/watch?v=q6fq4_uP7aM

Karpathy 80%: https://x.com/karpathy/status/2015883857489522876

Machines of Loving Grace: https://www.darioamodei.com/essay/machines-of-loving-grace

Anthropic LessWrong: https://www.lesswrong.com/posts/5aKRshJzhojqfbRyo/unless-its-governance-changes-anthropic-is-untrustworthy#1__In_private__Dario_frequently_said_he_won_t_push_the_frontier_of_AI_capabilities__later__Anthropic_pushed_the_frontier

Original Constitution: https://www.anthropic.com/news/claudes-constitution

New Constitution: https://www.anthropic.com/constitution

Kimi K2.5: https://x.com/Kimi_Moonshot/status/2016024049869324599

Societies of Thought, Google DeepMind Paper: https://arxiv.org/pdf/2601.10825

https://lmcouncil.ai/benchmarks

https://www.patreon.com/posts/our-new-age-of-133960279



Non-hype Newsletter: https://signaltonoise.beehiiv.com/

Podcast: https://aiexplainedopodcast.buzzsprout.com/

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 1768 no ChatGPT with Search, Altman AMA The Google destroyer, the Perplexity crusher? Or just hype? ChatGPT with Search is here, and simultaneously Altman and co did an AMA on Reddit, covering GPT-5, Sora, SearchGPT and a lot more. Plus, the biggest news of them all: Simple Bench is out.AI Insiders: https://www.patreon.com/AIExplainedI am now available as a podcast! https://aiexplainedopodcast.buzzsprout.com/Chapters:00:00 - Introduction00:36 - ChatGPT with Search05:45 - Reddit Altman AMA09:34 - Simple Bench Outhttps://simple-bench.com/Altman AMA: https://www.reddit.com/r/ChatGPT/comments/1ggixzy/ama_with_openais_sam_altman_kevin_weil_srinivas/ChatGPT with Search: https://openai.com/index/introducing-chatgpt-search/Perplexity Ads: https://www.cnbc.com/2024/08/22/perplexity-ai-plans-to-start-running-search-ads-in-fourth-quarter.htmlPerplexity: https://www.perplexity.ai/The 8 Most Controversial Terms in AI: https://imp.i384100.net/m57g3MNon-hype Newsletter: https://signaltonoise.beehiiv.com/I use Descript to edit my videos: https://get.descript.com/ldgxfuj2bhnbMany people expense AI Insiders for work. Feel free to use the Template in the 'About Section' of my Patreon. https://www.patreon.com/AIExplained Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 11:47:30 -0000 full AI Explained The Google destroyer, the Perplexity crusher? Or just hype? ChatGPT with Search is here, and simultaneously Altman and co did an AMA on Reddit, covering GPT-5, Sora, SearchGPT and a lot more. Plus, the biggest news of them all: Simple Bench is out.AI Insiders: https://www.patreon.com/AIExplainedI am now available as a podcast! https://aiexplainedopodcast.buzzsprout.com/Chapters:00:00 - Introduction00:36 - ChatGPT with Search05:45 - Reddit Altman AMA09:34 - Simple Bench Outhttps://simple-bench.com/Altman AMA: https://www.reddit.com/r/ChatGPT/comments/1ggixzy/ama_with_openais_sam_altman_kevin_weil_srinivas/ChatGPT with Search: https://openai.com/index/introducing-chatgpt-search/Perplexity Ads: https://www.cnbc.com/2024/08/22/perplexity-ai-plans-to-start-running-search-ads-in-fourth-quarter.htmlPerplexity: https://www.perplexity.ai/The 8 Most Controversial Terms in AI: https://imp.i384100.net/m57g3MNon-hype Newsletter: https://signaltonoise.beehiiv.com/I use Descript to edit my videos: https://get.descript.com/ldgxfuj2bhnbMany people expense AI Insiders for work. Feel free to use the Template in the 'About Section' of my Patreon. https://www.patreon.com/AIExplained Learn more about your ad choices. Visit megaphone.fm/adchoices The Google destroyer, the Perplexity crusher? Or just hype? ChatGPT with Search is here, and simultaneously Altman and co did an AMA on Reddit, covering GPT-5, Sora, SearchGPT and a lot more. Plus, the biggest news of them all: Simple Bench is out.

AI Insiders: https://www.patreon.com/AIExplained

I am now available as a podcast! https://aiexplainedopodcast.buzzsprout.com/

Chapters:
00:00 - Introduction
00:36 - ChatGPT with Search
05:45 - Reddit Altman AMA
09:34 - Simple Bench Out

https://simple-bench.com/

Altman AMA: https://www.reddit.com/r/ChatGPT/comments/1ggixzy/ama_with_openais_sam_altman_kevin_weil_srinivas/

ChatGPT with Search: https://openai.com/index/introducing-chatgpt-search/

Perplexity Ads: https://www.cnbc.com/2024/08/22/perplexity-ai-plans-to-start-running-search-ads-in-fourth-quarter.html

Perplexity: https://www.perplexity.ai/



The 8 Most Controversial Terms in AI: https://imp.i384100.net/m57g3M

Non-hype Newsletter: https://signaltonoise.beehiiv.com/

I use Descript to edit my videos: https://get.descript.com/ldgxfuj2bhnb

Many people expense AI Insiders for work. Feel free to use the Template in the 'About Section' of my Patreon. https://www.patreon.com/AIExplained

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 1295 no o3-mini and the “AI War” o3-mini is here, and yes, I’ve read the paper in full - 2 hours after release, and even the post-launch Reddit AMA. Some epic details like a FrontierMath score that made me double-take, a likely new Cursor favorite, bio risk expertise and a cost-comparison with Deepseek R1., But does it perform on basic reasoning - let’s find out. Plus, arguably the bigger story - the increasingly frenetic rhetoric coming out of the West - and Dario Amodei and Alexandr Wang (CEOs of Anthropic and Scale AI respectively) in particular. The last thing we need is an “AI War”.https://wandb.me/simple-bench(Colab): https://colab.research.google.com/drive/1AVijcPnEkl8Gy_754XbRdG5m7Q5-9slg?usp=sharingAI Insiders ($9!): https://www.patreon.com/AIExplainedChapters: 00:00 - Introduction00:45 - o3 mini05:11 - First impressions vs Deepseek R107:22 - 10x Scale, o3-mini System Card, Amodei Essay, bitcoin wallets…12:40 - Simple Competition Finale13:03 - Clips and Final Thoughts on the “AI War”O3-mini: https://openai.com/index/openai-o3-mini/Paper: https://cdn.openai.com/o3-mini-system-card.pdfAmodei Essay: https://darioamodei.com/on-deepseek-and-export-controls?s=09FrontierMath wild stat:https://arxiv.org/pdf/2411.04872Sam Altman Channels Napoleon: https://x.com/sama/status/1883185690508488934Altman ‘pulls up releases’: https://x.com/sama/status/1884066337103962416“AI War” by Wang: https://scale.com/blog/win-the-ai-warAnthropic Original Views on Capabilities: https://www.anthropic.com/news/core-views-on-ai-safetyAI Insider Cost Comparison:https://x.com/arankomatsuzaki/status/1884676245922934788Deepseek R1 Paper: https://arxiv.org/pdf/2501.12948R1, o3-mini Price Comparison: https://techcrunch.com/2025/01/31/openai-launches-o3-mini-its-latest-reasoning-model/Semianalysis on $1.3M deepseek salaries, and them falling behind as ‘the time gap to match US capabilities increases’: https://semianalysis.com/2025/01/31/deepseek-debates/OpenAI Valuation: https://www.bloomberg.com/news/articles/2025-01-30/openai-in-talks-to-raise-funding-at-340-billion-value-wsj-says?srnd=phx-aiWang Clip: https://x.com/tsarnick/status/1867700453494206883Amodei Clip: https://x.com/ai_ctrl/status/1884951111771001188https://simple-bench.com/AI Insiders ($9!): https://www.patreon.com/AIExplainedNon-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 11:18:45 -0000 full AI Explained o3-mini is here, and yes, I’ve read the paper in full - 2 hours after release, and even the post-launch Reddit AMA. Some epic details like a FrontierMath score that made me double-take, a likely new Cursor favorite, bio risk expertise and a cost-comparison with Deepseek R1., But does it perform on basic reasoning - let’s find out. Plus, arguably the bigger story - the increasingly frenetic rhetoric coming out of the West - and Dario Amodei and Alexandr Wang (CEOs of Anthropic and Scale AI respectively) in particular. The last thing we need is an “AI War”.https://wandb.me/simple-bench(Colab): https://colab.research.google.com/drive/1AVijcPnEkl8Gy_754XbRdG5m7Q5-9slg?usp=sharingAI Insiders ($9!): https://www.patreon.com/AIExplainedChapters: 00:00 - Introduction00:45 - o3 mini05:11 - First impressions vs Deepseek R107:22 - 10x Scale, o3-mini System Card, Amodei Essay, bitcoin wallets…12:40 - Simple Competition Finale13:03 - Clips and Final Thoughts on the “AI War”O3-mini: https://openai.com/index/openai-o3-mini/Paper: https://cdn.openai.com/o3-mini-system-card.pdfAmodei Essay: https://darioamodei.com/on-deepseek-and-export-controls?s=09FrontierMath wild stat:https://arxiv.org/pdf/2411.04872Sam Altman Channels Napoleon: https://x.com/sama/status/1883185690508488934Altman ‘pulls up releases’: https://x.com/sama/status/1884066337103962416“AI War” by Wang: https://scale.com/blog/win-the-ai-warAnthropic Original Views on Capabilities: https://www.anthropic.com/news/core-views-on-ai-safetyAI Insider Cost Comparison:https://x.com/arankomatsuzaki/status/1884676245922934788Deepseek R1 Paper: https://arxiv.org/pdf/2501.12948R1, o3-mini Price Comparison: https://techcrunch.com/2025/01/31/openai-launches-o3-mini-its-latest-reasoning-model/Semianalysis on $1.3M deepseek salaries, and them falling behind as ‘the time gap to match US capabilities increases’: https://semianalysis.com/2025/01/31/deepseek-debates/OpenAI Valuation: https://www.bloomberg.com/news/articles/2025-01-30/openai-in-talks-to-raise-funding-at-340-billion-value-wsj-says?srnd=phx-aiWang Clip: https://x.com/tsarnick/status/1867700453494206883Amodei Clip: https://x.com/ai_ctrl/status/1884951111771001188https://simple-bench.com/AI Insiders ($9!): https://www.patreon.com/AIExplainedNon-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices o3-mini is here, and yes, I’ve read the paper in full - 2 hours after release, and even the post-launch Reddit AMA. Some epic details like a FrontierMath score that made me double-take, a likely new Cursor favorite, bio risk expertise and a cost-comparison with Deepseek R1., But does it perform on basic reasoning - let’s find out. Plus, arguably the bigger story - the increasingly frenetic rhetoric coming out of the West - and Dario Amodei and Alexandr Wang (CEOs of Anthropic and Scale AI respectively) in particular. The last thing we need is an “AI War”.

https://wandb.me/simple-bench

(Colab): https://colab.research.google.com/drive/1AVijcPnEkl8Gy_754XbRdG5m7Q5-9slg?usp=sharing


AI Insiders ($9!): https://www.patreon.com/AIExplained

Chapters:
00:00 - Introduction
00:45 - o3 mini
05:11 - First impressions vs Deepseek R1
07:22 - 10x Scale, o3-mini System Card, Amodei Essay, bitcoin wallets…
12:40 - Simple Competition Finale
13:03 - Clips and Final Thoughts on the “AI War”


O3-mini: https://openai.com/index/openai-o3-mini/
Paper: https://cdn.openai.com/o3-mini-system-card.pdf
Amodei Essay: https://darioamodei.com/on-deepseek-and-export-controls?s=09
FrontierMath wild stat:https://arxiv.org/pdf/2411.04872
Sam Altman Channels Napoleon: https://x.com/sama/status/1883185690508488934
Altman ‘pulls up releases’: https://x.com/sama/status/1884066337103962416
“AI War” by Wang: https://scale.com/blog/win-the-ai-war
Anthropic Original Views on Capabilities: https://www.anthropic.com/news/core-views-on-ai-safety
AI Insider Cost Comparison:https://x.com/arankomatsuzaki/status/1884676245922934788
Deepseek R1 Paper: https://arxiv.org/pdf/2501.12948
R1, o3-mini Price Comparison: https://techcrunch.com/2025/01/31/openai-launches-o3-mini-its-latest-reasoning-model/
Semianalysis on $1.3M deepseek salaries, and them falling behind as ‘the time gap to match US capabilities increases’: https://semianalysis.com/2025/01/31/deepseek-debates/
OpenAI Valuation: https://www.bloomberg.com/news/articles/2025-01-30/openai-in-talks-to-raise-funding-at-340-billion-value-wsj-says?srnd=phx-ai
Wang Clip: https://x.com/tsarnick/status/1867700453494206883
Amodei Clip: https://x.com/ai_ctrl/status/1884951111771001188
https://simple-bench.com/


AI Insiders ($9!): https://www.patreon.com/AIExplained

Non-hype Newsletter: https://signaltonoise.beehiiv.com/

Podcast: https://aiexplainedopodcast.buzzsprout.com/

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 1296 no The AI 'Genie' is Out + Humanoid Robotics Step Closer First text-to-speech, text-to-video and text-to-action, and now text-to-interaction? Let’s take a look at the new Genie paper from Google DeepMind, and set it in the context of new developments regarding Sora and Gemini. We’ll hear what Demis Hassabis has to say about Altman’s $7 trillion dollar chip ambitions and touch on some recent notorious missteps. We’ll also learn more about Gemma, fully automated fabs, Elevenlabs integrated into Sora, and AI cheating unleashed. AI Insiders: https://www.patreon.com/AIExplainedGenie Paper: https://arxiv.org/pdf/2402.15391.pdfElevenlabs Sora: https://twitter.com/DrJimFan/status/1759287778268025177Sora Takes Time: https://www.bloomberg.com/news/newsletters/2024-02-22/openai-s-sora-video-generator-is-impressive-but-not-ready-for-prime-timeSamsung Humanless Fab: https://www.tomshardware.com/tech-ind...Nvidia Gear: https://twitter.com/DrJimFan/status/1761052023821369639Sora Job ‘Loss’: https://www.hollywoodreporter.com/business/business-news/tyler-perry-ai-alarm-1235833276/Huang Hardware: https://www.wired.com/story/nvidia-hardware-is-eating-the-world-jensen-huang/#intcid=_wired-right-rail_9918434f-10c2-461a-9560-d6507f1f8f6a_popular4-1-reranked-by-vidiTed Xiao News: https://twitter.com/xiao_ted/status/1760591701410799682Optimus Gets More Fluid: https://twitter.com/Tesla_Optimus/status/1761450961409573077RT-2-X: https://deepmind.google/discover/blog...Hassabis Interview: https://www.wired.com/story/deepmind-ceo-demis-hassabis-interview-artificial-intelligence-scale/?redirectURL=https%3A%2F%2Fwww.wired.com%2Fstory%2Fdeepmind-ceo-demis-hassabis-interview-artificial-intelligence-scale%2FGemma Paper: https://storage.googleapis.com/deepmind-media/gemma/gemma-report.pdfFull 5-star Video: https://www.reddit.com/r/singularity/comments/1aw312y/this_seems_relevant_with_the_way_things_are_going/AI Shark: https://www.techradar.com/computing/peripherals-accessories/ai-shark-reveals-gaming-peripherals-that-use-ai-to-give-players-an-advantageAI Monitor: https://www.tomshardware.com/monitors/msis-ai-powered-gaming-monitor-helps-you-cheat-at-league-of-legends-looks-great-doing-itGoogle Redteaming: https://twitter.com/untitled01ipynb/s...Figure AI Valuation: https://www.bloomberg.com/news/articles/2024-02-23/bezos-nvidia-join-openai-microsoft-in-funding-humanoid-robot-startup-figure-ai?srnd=technology-aiAI Insiders: https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 10:50:00 -0000 full AI Explained First text-to-speech, text-to-video and text-to-action, and now text-to-interaction? Let’s take a look at the new Genie paper from Google DeepMind, and set it in the context of new developments regarding Sora and Gemini. We’ll hear what Demis Hassabis has to say about Altman’s $7 trillion dollar chip ambitions and touch on some recent notorious missteps. We’ll also learn more about Gemma, fully automated fabs, Elevenlabs integrated into Sora, and AI cheating unleashed. AI Insiders: https://www.patreon.com/AIExplainedGenie Paper: https://arxiv.org/pdf/2402.15391.pdfElevenlabs Sora: https://twitter.com/DrJimFan/status/1759287778268025177Sora Takes Time: https://www.bloomberg.com/news/newsletters/2024-02-22/openai-s-sora-video-generator-is-impressive-but-not-ready-for-prime-timeSamsung Humanless Fab: https://www.tomshardware.com/tech-ind...Nvidia Gear: https://twitter.com/DrJimFan/status/1761052023821369639Sora Job ‘Loss’: https://www.hollywoodreporter.com/business/business-news/tyler-perry-ai-alarm-1235833276/Huang Hardware: https://www.wired.com/story/nvidia-hardware-is-eating-the-world-jensen-huang/#intcid=_wired-right-rail_9918434f-10c2-461a-9560-d6507f1f8f6a_popular4-1-reranked-by-vidiTed Xiao News: https://twitter.com/xiao_ted/status/1760591701410799682Optimus Gets More Fluid: https://twitter.com/Tesla_Optimus/status/1761450961409573077RT-2-X: https://deepmind.google/discover/blog...Hassabis Interview: https://www.wired.com/story/deepmind-ceo-demis-hassabis-interview-artificial-intelligence-scale/?redirectURL=https%3A%2F%2Fwww.wired.com%2Fstory%2Fdeepmind-ceo-demis-hassabis-interview-artificial-intelligence-scale%2FGemma Paper: https://storage.googleapis.com/deepmind-media/gemma/gemma-report.pdfFull 5-star Video: https://www.reddit.com/r/singularity/comments/1aw312y/this_seems_relevant_with_the_way_things_are_going/AI Shark: https://www.techradar.com/computing/peripherals-accessories/ai-shark-reveals-gaming-peripherals-that-use-ai-to-give-players-an-advantageAI Monitor: https://www.tomshardware.com/monitors/msis-ai-powered-gaming-monitor-helps-you-cheat-at-league-of-legends-looks-great-doing-itGoogle Redteaming: https://twitter.com/untitled01ipynb/s...Figure AI Valuation: https://www.bloomberg.com/news/articles/2024-02-23/bezos-nvidia-join-openai-microsoft-in-funding-humanoid-robot-startup-figure-ai?srnd=technology-aiAI Insiders: https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices First text-to-speech, text-to-video and text-to-action, and now text-to-interaction? Let’s take a look at the new Genie paper from Google DeepMind, and set it in the context of new developments regarding Sora and Gemini. We’ll hear what Demis Hassabis has to say about Altman’s $7 trillion dollar chip ambitions and touch on some recent notorious missteps. We’ll also learn more about Gemma, fully automated fabs, Elevenlabs integrated into Sora, and AI cheating unleashed.

AI Insiders: https://www.patreon.com/AIExplained

Genie Paper: https://arxiv.org/pdf/2402.15391.pdf
Elevenlabs Sora: https://twitter.com/DrJimFan/status/1759287778268025177
Sora Takes Time: https://www.bloomberg.com/news/newsletters/2024-02-22/openai-s-sora-video-generator-is-impressive-but-not-ready-for-prime-time
Samsung Humanless Fab: https://www.tomshardware.com/tech-ind...
Nvidia Gear: https://twitter.com/DrJimFan/status/1761052023821369639
Sora Job ‘Loss’: https://www.hollywoodreporter.com/business/business-news/tyler-perry-ai-alarm-1235833276/
Huang Hardware: https://www.wired.com/story/nvidia-hardware-is-eating-the-world-jensen-huang/#intcid=_wired-right-rail_9918434f-10c2-461a-9560-d6507f1f8f6a_popular4-1-reranked-by-vidi
Ted Xiao News: https://twitter.com/xiao_ted/status/1760591701410799682
Optimus Gets More Fluid: https://twitter.com/Tesla_Optimus/status/1761450961409573077
RT-2-X: https://deepmind.google/discover/blog...
Hassabis Interview: https://www.wired.com/story/deepmind-ceo-demis-hassabis-interview-artificial-intelligence-scale/?redirectURL=https%3A%2F%2Fwww.wired.com%2Fstory%2Fdeepmind-ceo-demis-hassabis-interview-artificial-intelligence-scale%2F
Gemma Paper: https://storage.googleapis.com/deepmind-media/gemma/gemma-report.pdf
Full 5-star Video: https://www.reddit.com/r/singularity/comments/1aw312y/this_seems_relevant_with_the_way_things_are_going/
AI Shark: https://www.techradar.com/computing/peripherals-accessories/ai-shark-reveals-gaming-peripherals-that-use-ai-to-give-players-an-advantage
AI Monitor: https://www.tomshardware.com/monitors/msis-ai-powered-gaming-monitor-helps-you-cheat-at-league-of-legends-looks-great-doing-it
Google Redteaming: https://twitter.com/untitled01ipynb/s...
Figure AI Valuation: https://www.bloomberg.com/news/articles/2024-02-23/bezos-nvidia-join-openai-microsoft-in-funding-humanoid-robot-startup-figure-ai?srnd=technology-ai

AI Insiders: https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/

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]]> 1278 no Gemini 3.1 Pro and the Downfall of Benchmarks: Welcome to the Vibe Era of AI Do we have a new best AI model, or do we have the downfall of benchmarks in general, as a way of capturing machine intelligence? Full breakdown of Gemini 3.1 Pro, guest-starring the new Sonnet 4.6, plus analysis from 7 papers/posts that will give you much needed context. Oh, and a new record on Simple Bench!https://epoch.ai/ai-explained-datacentersCheck out my fast-growing (!) app, free to use, and code INSIDER15 for Pro: https://lmcouncil.aiAI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction00:30 - Post-training Dominance04:00 - ARC-AGI 2 Caveat05:54 - Simple Bench Record08:22 - Hallucination Caveat10:05 - Model Card11:12 - Exponential Coming12:20 - Amodei on Generalizing15:10 - One True Benchmark?17:02 - Other Metrics…Gemini 3.1 Model Card: https://storage.googleapis.com/deepmind-media/Model-Cards/Gemini-3-1-Pro-Model-Card.pdfRelease: https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-1-pro/Where are Agents deployed?: https://www.anthropic.com/research/measuring-agent-autonomyNewsletter Post: https://signaltonoise.beehiiv.com/p/4-ai-numbers-that-surprised-me-this-weekHallucination AA: https://artificialanalysis.ai/evaluations/omniscienceMelanie Mitchell: https://x.com/MelMitchell1/status/2022738363548340526ARC-AGI-2: https://x.com/arcprize/status/2024522812728496470/photo/1Chollet on Agentic Coding and ML: https://x.com/fchollet/status/2024519439140737442METR Caveat: https://metr.org/notes/2026-01-22-time-horizon-limitations/Talaas Fast: https://chatjimmy.ai/Amodei Interview Continual learning: https://www.dwarkesh.com/p/dario-amodei-2?open=false#%C2%A7002942-is-continual-learning-necessary-how-will-it-be-solvedMetaculus FutureEval: https://www.metaculus.com/futureeval/Next Vid to Watch: https://www.patreon.com/posts/what-you-need-to-150647292Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 10:21:15 -0000 full AI Explained Do we have a new best AI model, or do we have the downfall of benchmarks in general, as a way of capturing machine intelligence? Full breakdown of Gemini 3.1 Pro, guest-starring the new Sonnet 4.6, plus analysis from 7 papers/posts that will give you much needed context. Oh, and a new record on Simple Bench!https://epoch.ai/ai-explained-datacentersCheck out my fast-growing (!) app, free to use, and code INSIDER15 for Pro: https://lmcouncil.aiAI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction00:30 - Post-training Dominance04:00 - ARC-AGI 2 Caveat05:54 - Simple Bench Record08:22 - Hallucination Caveat10:05 - Model Card11:12 - Exponential Coming12:20 - Amodei on Generalizing15:10 - One True Benchmark?17:02 - Other Metrics…Gemini 3.1 Model Card: https://storage.googleapis.com/deepmind-media/Model-Cards/Gemini-3-1-Pro-Model-Card.pdfRelease: https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-1-pro/Where are Agents deployed?: https://www.anthropic.com/research/measuring-agent-autonomyNewsletter Post: https://signaltonoise.beehiiv.com/p/4-ai-numbers-that-surprised-me-this-weekHallucination AA: https://artificialanalysis.ai/evaluations/omniscienceMelanie Mitchell: https://x.com/MelMitchell1/status/2022738363548340526ARC-AGI-2: https://x.com/arcprize/status/2024522812728496470/photo/1Chollet on Agentic Coding and ML: https://x.com/fchollet/status/2024519439140737442METR Caveat: https://metr.org/notes/2026-01-22-time-horizon-limitations/Talaas Fast: https://chatjimmy.ai/Amodei Interview Continual learning: https://www.dwarkesh.com/p/dario-amodei-2?open=false#%C2%A7002942-is-continual-learning-necessary-how-will-it-be-solvedMetaculus FutureEval: https://www.metaculus.com/futureeval/Next Vid to Watch: https://www.patreon.com/posts/what-you-need-to-150647292Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Do we have a new best AI model, or do we have the downfall of benchmarks in general, as a way of capturing machine intelligence? Full breakdown of Gemini 3.1 Pro, guest-starring the new Sonnet 4.6, plus analysis from 7 papers/posts that will give you much needed context. Oh, and a new record on Simple Bench!

https://epoch.ai/ai-explained-datacenters


Check out my fast-growing (!) app, free to use, and code INSIDER15 for Pro: https://lmcouncil.ai

AI Insiders ($9!): https://www.patreon.com/AIExplained


Chapters:
00:00 - Introduction
00:30 - Post-training Dominance
04:00 - ARC-AGI 2 Caveat
05:54 - Simple Bench Record
08:22 - Hallucination Caveat
10:05 - Model Card
11:12 - Exponential Coming
12:20 - Amodei on Generalizing
15:10 - One True Benchmark?
17:02 - Other Metrics…

Gemini 3.1 Model Card: https://storage.googleapis.com/deepmind-media/Model-Cards/Gemini-3-1-Pro-Model-Card.pdf

Release: https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-1-pro/

Where are Agents deployed?: https://www.anthropic.com/research/measuring-agent-autonomy

Newsletter Post: https://signaltonoise.beehiiv.com/p/4-ai-numbers-that-surprised-me-this-week

Hallucination AA: https://artificialanalysis.ai/evaluations/omniscience

Melanie Mitchell: https://x.com/MelMitchell1/status/2022738363548340526
ARC-AGI-2: https://x.com/arcprize/status/2024522812728496470/photo/1

Chollet on Agentic Coding and ML: https://x.com/fchollet/status/2024519439140737442

METR Caveat: https://metr.org/notes/2026-01-22-time-horizon-limitations/

Talaas Fast: https://chatjimmy.ai/

Amodei Interview Continual learning: https://www.dwarkesh.com/p/dario-amodei-2?open=false#%C2%A7002942-is-continual-learning-necessary-how-will-it-be-solved

Metaculus FutureEval: https://www.metaculus.com/futureeval/

Next Vid to Watch: https://www.patreon.com/posts/what-you-need-to-150647292



Non-hype Newsletter: https://signaltonoise.beehiiv.com/

Podcast: https://aiexplainedopodcast.buzzsprout.com/

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 1505 no Leak: ‘GPT-5 exhibits diminishing returns’, Sam Altman: ‘lol’ The last few days have seen two narratives emerge. One, derived from yesterday’s OpenAI leak in TheInformation, that GPT-5/Orion is a disappointment, and less of a leap than GPT-3 to GPT-4. The second comes from a series of 4 clips (shown in this video) from Sam Altman, regarding the ‘clear path’ to AGI. Let’s go beyond the headlines (and through papers like Frontier Math) to get closer to the ground truth…Plus Universal-2, Sora comments, Claude 3.5 Haiku SimpleBench update, and a great new AI video.Assembly AI Speech to Text: https://www.assemblyai.com/?utm_source=youtube&utm_medium=influencer&utm_campaign=ai_explained AI Insiders: https://www.patreon.com/AIExplainedChapters:00:00 – Introduction00:39 – Bear Case, TheInformation Leak04:01 – Bull Case, Sam Altman06:20 – FrontierMath11:29 – o1 Paradigm13:11 – Text to Video Greatness and Universal-2 TheInformation Leak: https://www.theinformation.com/articles/openai-shifts-strategy-as-rate-of-gpt-ai-improvements-slows?rc=sy0ihqNoam Brown Replies: https://x.com/polynoamial/status/1855453104394637444Sam Altman Y-Combinator Interview: https://www.youtube.com/watch?v=xXCBz_8hM9w&t=1556sAltman Reply: https://x.com/sama/status/1855100359511097828https://simple-bench.com/FrontierMath Paper: https://arxiv.org/pdf/2411.04872Frontier Math Blog Post: https://epochai.org/frontiermathTao: https://x.com/EpochAIResearch/status/1854996368814936250MMLU Are We Done (cites me!): https://arxiv.org/pdf/2406.04127Universal-2 https://www.assemblyai.com/research/universal-2Noam Brown ‘We don’t know’: https://www.youtube.com/watch?v=Gr_eYXdHFisAnthropic Founder Response: https://x.com/jackclarkSF/status/1855485569998217231Sora (Runway Comment): https://x.com/c_valenzuelab/status/1855026417354129455Sora New Vid: https://www.youtube.com/watch?v=_iETa2KDRuwDarri3D Video: https://www.reddit.com/r/ChatGPT/comments/1gn0n3z/can_you/The 8 Most Controversial Terms in AI: https://imp.i384100.net/m57g3MNon-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/I use Descript to edit my videos: https://get.descript.com/ldgxfuj2bhnbMany people expense AI Insiders for work. Feel free to use the Template in the 'About Section' of my Patreon. https://www.patreon.com/AIExplained Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 09:52:30 -0000 full AI Explained The last few days have seen two narratives emerge. One, derived from yesterday’s OpenAI leak in TheInformation, that GPT-5/Orion is a disappointment, and less of a leap than GPT-3 to GPT-4. The second comes from a series of 4 clips (shown in this video) from Sam Altman, regarding the ‘clear path’ to AGI. Let’s go beyond the headlines (and through papers like Frontier Math) to get closer to the ground truth…Plus Universal-2, Sora comments, Claude 3.5 Haiku SimpleBench update, and a great new AI video.Assembly AI Speech to Text: https://www.assemblyai.com/?utm_source=youtube&utm_medium=influencer&utm_campaign=ai_explained AI Insiders: https://www.patreon.com/AIExplainedChapters:00:00 – Introduction00:39 – Bear Case, TheInformation Leak04:01 – Bull Case, Sam Altman06:20 – FrontierMath11:29 – o1 Paradigm13:11 – Text to Video Greatness and Universal-2 TheInformation Leak: https://www.theinformation.com/articles/openai-shifts-strategy-as-rate-of-gpt-ai-improvements-slows?rc=sy0ihqNoam Brown Replies: https://x.com/polynoamial/status/1855453104394637444Sam Altman Y-Combinator Interview: https://www.youtube.com/watch?v=xXCBz_8hM9w&t=1556sAltman Reply: https://x.com/sama/status/1855100359511097828https://simple-bench.com/FrontierMath Paper: https://arxiv.org/pdf/2411.04872Frontier Math Blog Post: https://epochai.org/frontiermathTao: https://x.com/EpochAIResearch/status/1854996368814936250MMLU Are We Done (cites me!): https://arxiv.org/pdf/2406.04127Universal-2 https://www.assemblyai.com/research/universal-2Noam Brown ‘We don’t know’: https://www.youtube.com/watch?v=Gr_eYXdHFisAnthropic Founder Response: https://x.com/jackclarkSF/status/1855485569998217231Sora (Runway Comment): https://x.com/c_valenzuelab/status/1855026417354129455Sora New Vid: https://www.youtube.com/watch?v=_iETa2KDRuwDarri3D Video: https://www.reddit.com/r/ChatGPT/comments/1gn0n3z/can_you/The 8 Most Controversial Terms in AI: https://imp.i384100.net/m57g3MNon-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/I use Descript to edit my videos: https://get.descript.com/ldgxfuj2bhnbMany people expense AI Insiders for work. Feel free to use the Template in the 'About Section' of my Patreon. https://www.patreon.com/AIExplained Learn more about your ad choices. Visit megaphone.fm/adchoices The last few days have seen two narratives emerge. One, derived from yesterday’s OpenAI leak in TheInformation, that GPT-5/Orion is a disappointment, and less of a leap than GPT-3 to GPT-4. The second comes from a series of 4 clips (shown in this video) from Sam Altman, regarding the ‘clear path’ to AGI. Let’s go beyond the headlines (and through papers like Frontier Math) to get closer to the ground truth…

Plus Universal-2, Sora comments, Claude 3.5 Haiku SimpleBench update, and a great new AI video.


Assembly AI Speech to Text: https://www.assemblyai.com/?utm_source=youtube&utm_medium=influencer&utm_campaign=ai_explained

AI Insiders: https://www.patreon.com/AIExplained


Chapters:
00:00 – Introduction
00:39 – Bear Case, TheInformation Leak
04:01 – Bull Case, Sam Altman
06:20 – FrontierMath
11:29 – o1 Paradigm
13:11 – Text to Video Greatness and Universal-2


TheInformation Leak: https://www.theinformation.com/articles/openai-shifts-strategy-as-rate-of-gpt-ai-improvements-slows?rc=sy0ihq
Noam Brown Replies: https://x.com/polynoamial/status/1855453104394637444
Sam Altman Y-Combinator Interview: https://www.youtube.com/watch?v=xXCBz_8hM9w&t=1556s
Altman Reply: https://x.com/sama/status/1855100359511097828
https://simple-bench.com/
FrontierMath Paper: https://arxiv.org/pdf/2411.04872
Frontier Math Blog Post: https://epochai.org/frontiermath
Tao: https://x.com/EpochAIResearch/status/1854996368814936250
MMLU Are We Done (cites me!): https://arxiv.org/pdf/2406.04127
Universal-2 https://www.assemblyai.com/research/universal-2
Noam Brown ‘We don’t know’: https://www.youtube.com/watch?v=Gr_eYXdHFis
Anthropic Founder Response: https://x.com/jackclarkSF/status/1855485569998217231
Sora (Runway Comment): https://x.com/c_valenzuelab/status/1855026417354129455
Sora New Vid: https://www.youtube.com/watch?v=_iETa2KDRuw
Darri3D Video: https://www.reddit.com/r/ChatGPT/comments/1gn0n3z/can_you/



The 8 Most Controversial Terms in AI: https://imp.i384100.net/m57g3M

Non-hype Newsletter: https://signaltonoise.beehiiv.com/

Podcast: https://aiexplainedopodcast.buzzsprout.com/

I use Descript to edit my videos: https://get.descript.com/ldgxfuj2bhnb

Many people expense AI Insiders for work. Feel free to use the Template in the 'About Section' of my Patreon. https://www.patreon.com/AIExplained

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 1319 no AI Los Alamos? + New Realistic AI Avatars From an AI Los Alamos to the first quasi-realistic AI avatar & and from spies at AGI labs to 'AI consciousness' in 2 years, this was a week of underrated revelations and discussions of AI consciousness, regret over ChatGPT’s precipitous release, and more.We’ll see snippets of the debate with George Hotz and Connor Leahy, touching on the three borderline unanswerable questions for our future, and cover an insight from Jan Leike, head of alignment at OpenAI, who did a 3 hour interview with 80,000 hours.I’ll also showcase Palantir’s plans for an AI arms race, and how GPT 5 and Gemini will be recruited for cyber defence. https://www.patreon.com/AIExplainedAI Avatar from HeyGen: https://twitter.com/joshua_xu_/status/1689019874667024384Waitlist: https://am8evw00qys.typeform.com/to/wauwjUYP?typeform-source=t.coDario Amodei Interview on Dwarkesh Patel Lunar Society Podcast: https://www.youtube.com/watch?v=Nlkk3glap_UWired Anthropic Piece: https://www.wired.co.uk/article/the-making-of-the-atomic-bomb-artificial-intelligenceWhite House Announcement: https://www.whitehouse.gov/briefing-room/statements-releases/2023/08/09/biden-harris-administration-launches-artificial-intelligence-cyber-challenge-to-protect-americas-critical-software/?ref=futuretools.ioSam Altman Bankless Interview: https://www.youtube.com/watch?v=4HFyXYvMwFcSupermarket Chlorine Gas: https://www.theguardian.com/world/2023/aug/10/pak-n-save-savey-meal-bot-ai-app-malfunction-recipes?Palantir CEO NYT: https://www.nytimes.com/2023/07/25/opinion/karp-palantir-artificial-intelligence.htmlChristiano Argument Against Yudkowsky’s List of Lethalities: https://www.lesswrong.com/posts/CoZhXrhpQxpy9xw9y/where-i-agree-and-disagree-with-eliezerGeorge Hotz, Connor Leahy Debate, Machine Learning Street Talk: https://www.youtube.com/watch?v=iFUmWho7fBEHogarth Island Article: https://www.ft.com/content/03895dc4-a3b7-481e-95cc-336a524f2ac2Los Alamos: https://www.washingtonpost.com/lifestyle/2023/07/19/christopher-nolan-oppenheimer-race/SuperAlignment: https://openai.com/blog/introducing-superalignmentJan Leike Interview, 80,000 Hours: https://80000hours.org/podcast/episodes/jan-leike-superalignment/A Bomb Footage HQ: https://www.youtube.com/watch?v=wki4hg9Om-khttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 09:23:45 -0000 full AI Explained From an AI Los Alamos to the first quasi-realistic AI avatar & and from spies at AGI labs to 'AI consciousness' in 2 years, this was a week of underrated revelations and discussions of AI consciousness, regret over ChatGPT’s precipitous release, and more.We’ll see snippets of the debate with George Hotz and Connor Leahy, touching on the three borderline unanswerable questions for our future, and cover an insight from Jan Leike, head of alignment at OpenAI, who did a 3 hour interview with 80,000 hours.I’ll also showcase Palantir’s plans for an AI arms race, and how GPT 5 and Gemini will be recruited for cyber defence. https://www.patreon.com/AIExplainedAI Avatar from HeyGen: https://twitter.com/joshua_xu_/status/1689019874667024384Waitlist: https://am8evw00qys.typeform.com/to/wauwjUYP?typeform-source=t.coDario Amodei Interview on Dwarkesh Patel Lunar Society Podcast: https://www.youtube.com/watch?v=Nlkk3glap_UWired Anthropic Piece: https://www.wired.co.uk/article/the-making-of-the-atomic-bomb-artificial-intelligenceWhite House Announcement: https://www.whitehouse.gov/briefing-room/statements-releases/2023/08/09/biden-harris-administration-launches-artificial-intelligence-cyber-challenge-to-protect-americas-critical-software/?ref=futuretools.ioSam Altman Bankless Interview: https://www.youtube.com/watch?v=4HFyXYvMwFcSupermarket Chlorine Gas: https://www.theguardian.com/world/2023/aug/10/pak-n-save-savey-meal-bot-ai-app-malfunction-recipes?Palantir CEO NYT: https://www.nytimes.com/2023/07/25/opinion/karp-palantir-artificial-intelligence.htmlChristiano Argument Against Yudkowsky’s List of Lethalities: https://www.lesswrong.com/posts/CoZhXrhpQxpy9xw9y/where-i-agree-and-disagree-with-eliezerGeorge Hotz, Connor Leahy Debate, Machine Learning Street Talk: https://www.youtube.com/watch?v=iFUmWho7fBEHogarth Island Article: https://www.ft.com/content/03895dc4-a3b7-481e-95cc-336a524f2ac2Los Alamos: https://www.washingtonpost.com/lifestyle/2023/07/19/christopher-nolan-oppenheimer-race/SuperAlignment: https://openai.com/blog/introducing-superalignmentJan Leike Interview, 80,000 Hours: https://80000hours.org/podcast/episodes/jan-leike-superalignment/A Bomb Footage HQ: https://www.youtube.com/watch?v=wki4hg9Om-khttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices From an AI Los Alamos to the first quasi-realistic AI avatar & and from spies at AGI labs to 'AI consciousness' in 2 years, this was a week of underrated revelations and discussions of AI consciousness, regret over ChatGPT’s precipitous release, and more.

We’ll see snippets of the debate with George Hotz and Connor Leahy, touching on the three borderline unanswerable questions for our future, and cover an insight from Jan Leike, head of alignment at OpenAI, who did a 3 hour interview with 80,000 hours.
I’ll also showcase Palantir’s plans for an AI arms race, and how GPT 5 and Gemini will be recruited for cyber defence.

https://www.patreon.com/AIExplained

AI Avatar from HeyGen: https://twitter.com/joshua_xu_/status/1689019874667024384
Waitlist: https://am8evw00qys.typeform.com/to/wauwjUYP?typeform-source=t.co
Dario Amodei Interview on Dwarkesh Patel Lunar Society Podcast: https://www.youtube.com/watch?v=Nlkk3glap_U
Wired Anthropic Piece: https://www.wired.co.uk/article/the-making-of-the-atomic-bomb-artificial-intelligence
White House Announcement: https://www.whitehouse.gov/briefing-room/statements-releases/2023/08/09/biden-harris-administration-launches-artificial-intelligence-cyber-challenge-to-protect-americas-critical-software/?ref=futuretools.io
Sam Altman Bankless Interview: https://www.youtube.com/watch?v=4HFyXYvMwFc
Supermarket Chlorine Gas: https://www.theguardian.com/world/2023/aug/10/pak-n-save-savey-meal-bot-ai-app-malfunction-recipes?
Palantir CEO NYT: https://www.nytimes.com/2023/07/25/opinion/karp-palantir-artificial-intelligence.html
Christiano Argument Against Yudkowsky’s List of Lethalities: https://www.lesswrong.com/posts/CoZhXrhpQxpy9xw9y/where-i-agree-and-disagree-with-eliezer
George Hotz, Connor Leahy Debate, Machine Learning Street Talk: https://www.youtube.com/watch?v=iFUmWho7fBE
Hogarth Island Article: https://www.ft.com/content/03895dc4-a3b7-481e-95cc-336a524f2ac2
Los Alamos: https://www.washingtonpost.com/lifestyle/2023/07/19/christopher-nolan-oppenheimer-race/
SuperAlignment: https://openai.com/blog/introducing-superalignment
Jan Leike Interview, 80,000 Hours: https://80000hours.org/podcast/episodes/jan-leike-superalignment/
A Bomb Footage HQ: https://www.youtube.com/watch?v=wki4hg9Om-k

https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 1422 no Sora - Full Analysis (with new details) Sora, the text-to-video model from OpenAI, is here. I go over the bonus details and demos released in the last few hours, and the technical paper. I’ll also give you a glimpse of what’s to come next and a host of implications. Even if you’ve seen every Sora video, I bet you won’t know all of this!AI Insiders: https://www.patreon.com/AIExplainedSora: https://openai.com/research/video-generation-models-as-world-simulatorshttps://openai.com/soraViT Transformers: https://arxiv.org/pdf/2010.11929.pdfCaptioning Innovation: https://cdn.openai.com/papers/dall-e-3.pdfNaViT: https://arxiv.org/pdf/2307.06304.pdfOpenAI Exclusives: https://www.theinformation.com/articles/openai-shifts-ai-battleground-to-software-that-operates-devices-automates-tasks?rc=sy0ihqhttps://www.theinformation.com/articles/openai-develops-web-search-product-in-challenge-to-google?rc=sy0ihqAnd far too many tweets to list here!AI Insiders: https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 08:55:00 -0000 full AI Explained Sora, the text-to-video model from OpenAI, is here. I go over the bonus details and demos released in the last few hours, and the technical paper. I’ll also give you a glimpse of what’s to come next and a host of implications. Even if you’ve seen every Sora video, I bet you won’t know all of this!AI Insiders: https://www.patreon.com/AIExplainedSora: https://openai.com/research/video-generation-models-as-world-simulatorshttps://openai.com/soraViT Transformers: https://arxiv.org/pdf/2010.11929.pdfCaptioning Innovation: https://cdn.openai.com/papers/dall-e-3.pdfNaViT: https://arxiv.org/pdf/2307.06304.pdfOpenAI Exclusives: https://www.theinformation.com/articles/openai-shifts-ai-battleground-to-software-that-operates-devices-automates-tasks?rc=sy0ihqhttps://www.theinformation.com/articles/openai-develops-web-search-product-in-challenge-to-google?rc=sy0ihqAnd far too many tweets to list here!AI Insiders: https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Sora, the text-to-video model from OpenAI, is here. I go over the bonus details and demos released in the last few hours, and the technical paper. I’ll also give you a glimpse of what’s to come next and a host of implications. Even if you’ve seen every Sora video, I bet you won’t know all of this!

AI Insiders: https://www.patreon.com/AIExplained

Sora: https://openai.com/research/video-generation-models-as-world-simulators
https://openai.com/sora
ViT Transformers: https://arxiv.org/pdf/2010.11929.pdf
Captioning Innovation: https://cdn.openai.com/papers/dall-e-3.pdf
NaViT: https://arxiv.org/pdf/2307.06304.pdf
OpenAI Exclusives: https://www.theinformation.com/articles/openai-shifts-ai-battleground-to-software-that-operates-devices-automates-tasks?rc=sy0ihq
https://www.theinformation.com/articles/openai-develops-web-search-product-in-challenge-to-google?rc=sy0ihq
And far too many tweets to list here!

AI Insiders: https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 1344 no 'Show Your Working': ChatGPT Performance Doubled w/ Process Rewards (+Synthetic Data Event Horizon) I have not only read the Let's Verify step by Step paper released less than 24 hours ago, I have combed the release notes and appendix, read most of the linked papers and done my own tests. It's true, performance is massively boosted, and not just for mathematics but science and other domains too. I'll show you comparisons with GPT 3 and PaLM 2, and demonstrate that new records are coming soon.I will also cover the 'synthetic data event horizon' and what might have gone into GPT 4's training. I'll show you how PRM works vs ORM, and why finetuning is still relevant. Plus I'll cover reaction from Jan Leike, Ilya Sutskever, Sam Altman and more. I will also feature the highly relevant paper 'Language Models Don’t Always Say What They Think: Unfaithful Explanations in Chain-of-Thought Prompting'. I'll also give a glimpse from Rob Miles about just how weirdly GPT 4 might think.Verify Paper: https://cdn.openai.com/improving-mathematical-reasoning-with-process-supervision/Lets_Verify_Step_by_Step.pdfRelease Page: https://openai.com/research/improving-mathematical-reasoning-with-process-supervision#samplesAltman tweet: https://twitter.com/sama/status/1664018190840614912Language Models Don’t Always Say What They Think: https://arxiv.org/pdf/2305.04388.pdfSparks of AGI MATH Comparison: https://arxiv.org/pdf/2303.12712v5.pdfPaLM 2 Comparison: https://ai.google/static/documents/palm2techreport.pdfAP Chemistry Calc: https://www.albert.io/blog/ap-chemistry-score-calculator/Altman Synthetic Data (min 4): https://www.youtube.com/watch?v=1egAKCKPKCk&t=764sAnthropic View: https://www.anthropic.com/index/core-views-on-ai-safetyJan Leike Tweet: https://twitter.com/janleike/status/1663977494058520576Rob Miles' Tweet: https://twitter.com/robertskmiles/status/1663534255249453056https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 08:26:15 -0000 full AI Explained I have not only read the Let's Verify step by Step paper released less than 24 hours ago, I have combed the release notes and appendix, read most of the linked papers and done my own tests. It's true, performance is massively boosted, and not just for mathematics but science and other domains too. I'll show you comparisons with GPT 3 and PaLM 2, and demonstrate that new records are coming soon.I will also cover the 'synthetic data event horizon' and what might have gone into GPT 4's training. I'll show you how PRM works vs ORM, and why finetuning is still relevant. Plus I'll cover reaction from Jan Leike, Ilya Sutskever, Sam Altman and more. I will also feature the highly relevant paper 'Language Models Don’t Always Say What They Think: Unfaithful Explanations in Chain-of-Thought Prompting'. I'll also give a glimpse from Rob Miles about just how weirdly GPT 4 might think.Verify Paper: https://cdn.openai.com/improving-mathematical-reasoning-with-process-supervision/Lets_Verify_Step_by_Step.pdfRelease Page: https://openai.com/research/improving-mathematical-reasoning-with-process-supervision#samplesAltman tweet: https://twitter.com/sama/status/1664018190840614912Language Models Don’t Always Say What They Think: https://arxiv.org/pdf/2305.04388.pdfSparks of AGI MATH Comparison: https://arxiv.org/pdf/2303.12712v5.pdfPaLM 2 Comparison: https://ai.google/static/documents/palm2techreport.pdfAP Chemistry Calc: https://www.albert.io/blog/ap-chemistry-score-calculator/Altman Synthetic Data (min 4): https://www.youtube.com/watch?v=1egAKCKPKCk&t=764sAnthropic View: https://www.anthropic.com/index/core-views-on-ai-safetyJan Leike Tweet: https://twitter.com/janleike/status/1663977494058520576Rob Miles' Tweet: https://twitter.com/robertskmiles/status/1663534255249453056https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices I have not only read the Let's Verify step by Step paper released less than 24 hours ago, I have combed the release notes and appendix, read most of the linked papers and done my own tests. It's true, performance is massively boosted, and not just for mathematics but science and other domains too. I'll show you comparisons with GPT 3 and PaLM 2, and demonstrate that new records are coming soon.

I will also cover the 'synthetic data event horizon' and what might have gone into GPT 4's training. I'll show you how PRM works vs ORM, and why finetuning is still relevant. Plus I'll cover reaction from Jan Leike, Ilya Sutskever, Sam Altman and more. I will also feature the highly relevant paper 'Language Models Don’t Always Say What They Think: Unfaithful Explanations in Chain-of-Thought Prompting'. I'll also give a glimpse from Rob Miles about just how weirdly GPT 4 might think.

Verify Paper: https://cdn.openai.com/improving-mathematical-reasoning-with-process-supervision/Lets_Verify_Step_by_Step.pdf
Release Page: https://openai.com/research/improving-mathematical-reasoning-with-process-supervision#samples
Altman tweet: https://twitter.com/sama/status/1664018190840614912
Language Models Don’t Always Say What They Think: https://arxiv.org/pdf/2305.04388.pdf
Sparks of AGI MATH Comparison: https://arxiv.org/pdf/2303.12712v5.pdf
PaLM 2 Comparison: https://ai.google/static/documents/palm2techreport.pdf
AP Chemistry Calc: https://www.albert.io/blog/ap-chemistry-score-calculator/
Altman Synthetic Data (min 4): https://www.youtube.com/watch?v=1egAKCKPKCk&t=764s
Anthropic View: https://www.anthropic.com/index/core-views-on-ai-safety
Jan Leike Tweet: https://twitter.com/janleike/status/1663977494058520576
Rob Miles' Tweet: https://twitter.com/robertskmiles/status/1663534255249453056

https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/

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]]> 1129 no New Google Model Ranked ‘No. 1 LLM’, But There’s a Problem A new and mysterious Gemini model appears at the top of the leaderboard, but is that the full story? I dig behind the headline to show you some anti-climactic results, give some context with leaks in the last 48 hours of diminishing returns to scaling, and add the response of Altman, OpenAI and co. The future is about to look a lot stranger.80,000 hours Podcast + Channel: https://open.spotify.com/show/2WzJwXWBDnn4iZ7odKwDibhttps://www.youtube.com/@eightythousandhours/videos You can now gift memberships to AI Insiders (my Patreon w/ exclusive vids, network): https://www.patreon.com/AIExplained/giftChapters:00:00 - Introduction01:25 - LM Leaderboard02:35 - Benchmarks and Leaks05:31 - Low EQ07:37 - Other labs have issues too though10:31 - OpenAI claim and counter-claim14:13 - Other news‘There is no wall’: https://x.com/sama/status/1856941766915641580simple-bench.comhttps://x.com/vedantmisra/status/1857148554105544708Gemini Ranking: https://lmarena.ai/?leaderboardAPI not yet up: https://x.com/OfficialLoganK/status/1857106844805681153‘Just Die Chat’: https://x.com/koltregaskes/status/1856754648146653428https://gemini.google.com/share/6d141b742a13Google CEO tweet: https://x.com/sundarpichai/status/1857114106928718329Sutskever Quote: https://www.reuters.com/technology/artificial-intelligence/openai-rivals-seek-new-path-smarter-ai-current-methods-hit-limitations-2024-11-11/Another OpenAI Staffer Leaves: https://x.com/RichardMCNgo/status/1856843040427839804Bloomberg Report: https://www.bloomberg.com/news/articles/2024-11-13/openai-google-and-anthropic-are-struggling-to-build-more-advanced-ai?s=09Noam Brown on what OpenAI Researchers Believe: https://x.com/polynoamial/status/1855037689533178289Clive Chan: https://x.com/itsclivetime/status/1855704120495329667Chollet Responds to Altman: https://x.com/fchollet/status/1857060079586975852https://x.com/sama/status/1856940152460869718Altman Emails: https://x.com/TechEmails/status/1857285960997712356Change of Heart: https://sd11.senate.ca.gov/news/senator-wiener-responds-openai-opposition-sb-1047Amodei on ‘Empirical Regularities’: https://lexfridman.com/dario-amodei-transcript/Verge Report: https://www.theverge.com/2024/10/25/24279600/google-next-gemini-ai-model-openai-decemberOpenAI Agents in January: https://www.bloomberg.com/news/articles/2024-11-13/openai-nears-launch-of-ai-agents-to-automate-tasks-for-users?srnd=phx-aiThe 8 Most Controversial Terms in AI: https://imp.i384100.net/m57g3MNon-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/I use Descript to edit my videos: https://get.descript.com/ldgxfuj2bhnb Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 07:57:30 -0000 full AI Explained A new and mysterious Gemini model appears at the top of the leaderboard, but is that the full story? I dig behind the headline to show you some anti-climactic results, give some context with leaks in the last 48 hours of diminishing returns to scaling, and add the response of Altman, OpenAI and co. The future is about to look a lot stranger.80,000 hours Podcast + Channel: https://open.spotify.com/show/2WzJwXWBDnn4iZ7odKwDibhttps://www.youtube.com/@eightythousandhours/videos You can now gift memberships to AI Insiders (my Patreon w/ exclusive vids, network): https://www.patreon.com/AIExplained/giftChapters:00:00 - Introduction01:25 - LM Leaderboard02:35 - Benchmarks and Leaks05:31 - Low EQ07:37 - Other labs have issues too though10:31 - OpenAI claim and counter-claim14:13 - Other news‘There is no wall’: https://x.com/sama/status/1856941766915641580simple-bench.comhttps://x.com/vedantmisra/status/1857148554105544708Gemini Ranking: https://lmarena.ai/?leaderboardAPI not yet up: https://x.com/OfficialLoganK/status/1857106844805681153‘Just Die Chat’: https://x.com/koltregaskes/status/1856754648146653428https://gemini.google.com/share/6d141b742a13Google CEO tweet: https://x.com/sundarpichai/status/1857114106928718329Sutskever Quote: https://www.reuters.com/technology/artificial-intelligence/openai-rivals-seek-new-path-smarter-ai-current-methods-hit-limitations-2024-11-11/Another OpenAI Staffer Leaves: https://x.com/RichardMCNgo/status/1856843040427839804Bloomberg Report: https://www.bloomberg.com/news/articles/2024-11-13/openai-google-and-anthropic-are-struggling-to-build-more-advanced-ai?s=09Noam Brown on what OpenAI Researchers Believe: https://x.com/polynoamial/status/1855037689533178289Clive Chan: https://x.com/itsclivetime/status/1855704120495329667Chollet Responds to Altman: https://x.com/fchollet/status/1857060079586975852https://x.com/sama/status/1856940152460869718Altman Emails: https://x.com/TechEmails/status/1857285960997712356Change of Heart: https://sd11.senate.ca.gov/news/senator-wiener-responds-openai-opposition-sb-1047Amodei on ‘Empirical Regularities’: https://lexfridman.com/dario-amodei-transcript/Verge Report: https://www.theverge.com/2024/10/25/24279600/google-next-gemini-ai-model-openai-decemberOpenAI Agents in January: https://www.bloomberg.com/news/articles/2024-11-13/openai-nears-launch-of-ai-agents-to-automate-tasks-for-users?srnd=phx-aiThe 8 Most Controversial Terms in AI: https://imp.i384100.net/m57g3MNon-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/I use Descript to edit my videos: https://get.descript.com/ldgxfuj2bhnb Learn more about your ad choices. Visit megaphone.fm/adchoices A new and mysterious Gemini model appears at the top of the leaderboard, but is that the full story? I dig behind the headline to show you some anti-climactic results, give some context with leaks in the last 48 hours of diminishing returns to scaling, and add the response of Altman, OpenAI and co. The future is about to look a lot stranger.

80,000 hours Podcast + Channel: https://open.spotify.com/show/2WzJwXWBDnn4iZ7odKwDib
https://www.youtube.com/@eightythousandhours/videos

You can now gift memberships to AI Insiders (my Patreon w/ exclusive vids, network): https://www.patreon.com/AIExplained/gift

Chapters:
00:00 - Introduction
01:25 - LM Leaderboard
02:35 - Benchmarks and Leaks
05:31 - Low EQ
07:37 - Other labs have issues too though
10:31 - OpenAI claim and counter-claim
14:13 - Other news

‘There is no wall’: https://x.com/sama/status/1856941766915641580
simple-bench.com
https://x.com/vedantmisra/status/1857148554105544708
Gemini Ranking: https://lmarena.ai/?leaderboard
API not yet up: https://x.com/OfficialLoganK/status/1857106844805681153
‘Just Die Chat’: https://x.com/koltregaskes/status/1856754648146653428
https://gemini.google.com/share/6d141b742a13
Google CEO tweet: https://x.com/sundarpichai/status/1857114106928718329
Sutskever Quote: https://www.reuters.com/technology/artificial-intelligence/openai-rivals-seek-new-path-smarter-ai-current-methods-hit-limitations-2024-11-11/
Another OpenAI Staffer Leaves: https://x.com/RichardMCNgo/status/1856843040427839804
Bloomberg Report: https://www.bloomberg.com/news/articles/2024-11-13/openai-google-and-anthropic-are-struggling-to-build-more-advanced-ai?s=09
Noam Brown on what OpenAI Researchers Believe: https://x.com/polynoamial/status/1855037689533178289
Clive Chan: https://x.com/itsclivetime/status/1855704120495329667
Chollet Responds to Altman: https://x.com/fchollet/status/1857060079586975852
https://x.com/sama/status/1856940152460869718
Altman Emails: https://x.com/TechEmails/status/1857285960997712356
Change of Heart: https://sd11.senate.ca.gov/news/senator-wiener-responds-openai-opposition-sb-1047
Amodei on ‘Empirical Regularities’: https://lexfridman.com/dario-amodei-transcript/
Verge Report: https://www.theverge.com/2024/10/25/24279600/google-next-gemini-ai-model-openai-december
OpenAI Agents in January: https://www.bloomberg.com/news/articles/2024-11-13/openai-nears-launch-of-ai-agents-to-automate-tasks-for-users?srnd=phx-ai


The 8 Most Controversial Terms in AI: https://imp.i384100.net/m57g3M

Non-hype Newsletter: https://signaltonoise.beehiiv.com/

Podcast: https://aiexplainedopodcast.buzzsprout.com/

I use Descript to edit my videos: https://get.descript.com/ldgxfuj2bhnb

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 1294 no Orca: The Model Few Saw Coming The first model set to be opensourced that actually comes close to ChatGPT, and is just 13B (that's small enough for a laptop). The 51 page report from Microsoft was released just 48 hours ago but I have gone through it all, and bring relevant insights from 5 other papers.By imitating the logic and explanations of GPT 4 (and using GPT 3.5 as an assistant), as well as by training on diverse tasks and an order of magnitude more examples, we have Orca. I will showcase it on a dozen benchmarks and go through in detail how it works and why. I will also end on comments from Sam Altman and Ilya Sutskever on whether Opensource will catch-up...Orca Paper: https://arxiv.org/pdf/2306.02707.pdfFalse Promise Paper: https://arxiv.org/pdf/2305.15717.pdfhttps://sharegpt.com/FLAN: https://arxiv.org/pdf/2301.13688.pdfVicuna: https://lmsys.org/blog/2023-03-30-vicuna/No Moat memo: https://www.semianalysis.com/p/google-we-have-no-moat-and-neitherLLM Leaderboard: https://chat.lmsys.org/?leaderboardAGIEval: https://arxiv.org/pdf/2304.06364.pdfBIG-Bench Hard: https://arxiv.org/pdf/2210.09261.pdfLanguage Models as Tool Makers: https://arxiv.org/pdf/2305.17126.pdfAltman Interview: https://www.youtube.com/watch?v=VWUhASix9wsDERA Paper: https://arxiv.org/abs/2303.17071Let's Verify Step by Step: https://arxiv.org/abs/2305.20050https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 07:28:45 -0000 full AI Explained The first model set to be opensourced that actually comes close to ChatGPT, and is just 13B (that's small enough for a laptop). The 51 page report from Microsoft was released just 48 hours ago but I have gone through it all, and bring relevant insights from 5 other papers.By imitating the logic and explanations of GPT 4 (and using GPT 3.5 as an assistant), as well as by training on diverse tasks and an order of magnitude more examples, we have Orca. I will showcase it on a dozen benchmarks and go through in detail how it works and why. I will also end on comments from Sam Altman and Ilya Sutskever on whether Opensource will catch-up...Orca Paper: https://arxiv.org/pdf/2306.02707.pdfFalse Promise Paper: https://arxiv.org/pdf/2305.15717.pdfhttps://sharegpt.com/FLAN: https://arxiv.org/pdf/2301.13688.pdfVicuna: https://lmsys.org/blog/2023-03-30-vicuna/No Moat memo: https://www.semianalysis.com/p/google-we-have-no-moat-and-neitherLLM Leaderboard: https://chat.lmsys.org/?leaderboardAGIEval: https://arxiv.org/pdf/2304.06364.pdfBIG-Bench Hard: https://arxiv.org/pdf/2210.09261.pdfLanguage Models as Tool Makers: https://arxiv.org/pdf/2305.17126.pdfAltman Interview: https://www.youtube.com/watch?v=VWUhASix9wsDERA Paper: https://arxiv.org/abs/2303.17071Let's Verify Step by Step: https://arxiv.org/abs/2305.20050https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices The first model set to be opensourced that actually comes close to ChatGPT, and is just 13B (that's small enough for a laptop). The 51 page report from Microsoft was released just 48 hours ago but I have gone through it all, and bring relevant insights from 5 other papers.

By imitating the logic and explanations of GPT 4 (and using GPT 3.5 as an assistant), as well as by training on diverse tasks and an order of magnitude more examples, we have Orca. I will showcase it on a dozen benchmarks and go through in detail how it works and why.

I will also end on comments from Sam Altman and Ilya Sutskever on whether Opensource will catch-up...

Orca Paper: https://arxiv.org/pdf/2306.02707.pdf
False Promise Paper: https://arxiv.org/pdf/2305.15717.pdf
https://sharegpt.com/
FLAN: https://arxiv.org/pdf/2301.13688.pdf
Vicuna: https://lmsys.org/blog/2023-03-30-vicuna/
No Moat memo: https://www.semianalysis.com/p/google-we-have-no-moat-and-neither
LLM Leaderboard: https://chat.lmsys.org/?leaderboard
AGIEval: https://arxiv.org/pdf/2304.06364.pdf
BIG-Bench Hard: https://arxiv.org/pdf/2210.09261.pdf
Language Models as Tool Makers: https://arxiv.org/pdf/2305.17126.pdf
Altman Interview: https://www.youtube.com/watch?v=VWUhASix9ws
DERA Paper: https://arxiv.org/abs/2303.17071
Let's Verify Step by Step: https://arxiv.org/abs/2305.20050

https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/

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]]> 1433 no Gemini 1.5 and The Biggest Night in AI The biggest day in AI since GPT-4's release. A new state of the art model, Gemini 1.5, has arrived, on the same night as a bombshell text-to-video model, Sora, from OpenAI. Gemini 1.5 can ingest up to ten million tokens (at least) and perform incredible retrieval, while also beating Ultra and GPT-4 at most benchmarks, with far less compute. I focus on Gemini 1.5 Pro, while we wait for the Sora Technical Paper. Truly, a night in the history books.AI Insiders: https://www.patreon.com/AIExplainedGemini 1.5 Paper: https://storage.googleapis.com/deepmind-media/gemini/gemini_v1_5_report.pdfGoogle DeepMind Blog: https://blog.google/technology/ai/google-gemini-next-generation-model-february-2024/#performanceGemini Demos: https://www.youtube.com/watch?v=LHKL_210CcUNeedle in a Haystack:https://github.com/gkamradt/LLMTest_NeedleInAHaystack/blob/main/README.mdMixtral of Experts: https://arxiv.org/pdf/2401.04088.pdfRelevant Google Papers: https://openreview.net/pdf?id=qrwe7XHTmYbhttps://arxiv.org/pdf/2112.06905.pdfTweet: https://twitter.com/recurseparadox/status/1758167314480910791Binoculars SOTA AI text Detector:https://huggingface.co/spaces/tomg-group-umd/BinocularsAI Insiders: https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 07:00:00 -0000 full AI Explained The biggest day in AI since GPT-4's release. A new state of the art model, Gemini 1.5, has arrived, on the same night as a bombshell text-to-video model, Sora, from OpenAI. Gemini 1.5 can ingest up to ten million tokens (at least) and perform incredible retrieval, while also beating Ultra and GPT-4 at most benchmarks, with far less compute. I focus on Gemini 1.5 Pro, while we wait for the Sora Technical Paper. Truly, a night in the history books.AI Insiders: https://www.patreon.com/AIExplainedGemini 1.5 Paper: https://storage.googleapis.com/deepmind-media/gemini/gemini_v1_5_report.pdfGoogle DeepMind Blog: https://blog.google/technology/ai/google-gemini-next-generation-model-february-2024/#performanceGemini Demos: https://www.youtube.com/watch?v=LHKL_210CcUNeedle in a Haystack:https://github.com/gkamradt/LLMTest_NeedleInAHaystack/blob/main/README.mdMixtral of Experts: https://arxiv.org/pdf/2401.04088.pdfRelevant Google Papers: https://openreview.net/pdf?id=qrwe7XHTmYbhttps://arxiv.org/pdf/2112.06905.pdfTweet: https://twitter.com/recurseparadox/status/1758167314480910791Binoculars SOTA AI text Detector:https://huggingface.co/spaces/tomg-group-umd/BinocularsAI Insiders: https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices The biggest day in AI since GPT-4's release. A new state of the art model, Gemini 1.5, has arrived, on the same night as a bombshell text-to-video model, Sora, from OpenAI. Gemini 1.5 can ingest up to ten million tokens (at least) and perform incredible retrieval, while also beating Ultra and GPT-4 at most benchmarks, with far less compute. I focus on Gemini 1.5 Pro, while we wait for the Sora Technical Paper. Truly, a night in the history books.

AI Insiders: https://www.patreon.com/AIExplained

Gemini 1.5 Paper: https://storage.googleapis.com/deepmind-media/gemini/gemini_v1_5_report.pdf
Google DeepMind Blog: https://blog.google/technology/ai/google-gemini-next-generation-model-february-2024/#performance
Gemini Demos: https://www.youtube.com/watch?v=LHKL_210CcU
Needle in a Haystack:https://github.com/gkamradt/LLMTest_NeedleInAHaystack/blob/main/README.md
Mixtral of Experts: https://arxiv.org/pdf/2401.04088.pdf
Relevant Google Papers: https://openreview.net/pdf?id=qrwe7XHTmYb
https://arxiv.org/pdf/2112.06905.pdf
Tweet: https://twitter.com/recurseparadox/status/1758167314480910791
Binoculars SOTA AI text Detector:https://huggingface.co/spaces/tomg-group-umd/Binoculars

AI Insiders: https://www.patreon.com/AIExplained

Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/

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]]> 2203 no GPT 5 Will be Released 'Incrementally' - 5 Points from Brockman Statement [plus Timelines and Safety] Greg Brockman just revealed the thinking of OpenAI on how best to release GPT 5. He spoke of a 'continuum of better AIs' and I will break it all down in simple terms.With evidence from multiple sources, including the GPT 4 Technical report, I will go over each of the 5 telling points he made on Twitter, and feature external evidence from Ilya Sutskever, the Center for Humane Technology, Emad Mostaque, the Guardian and more.To learn more about capability improvements, do check out my previous GPT 5 video.My First GPT 5 Video: https://www.youtube.com/watch?v=c4aR_smQgxY&t=634sBrockman Tweet: https://twitter.com/gdb/status/1646183424024268800GPT 4 Technical Report: https://arxiv.org/pdf/2303.08774.pdfSutskever Interview: https://www.youtube.com/watch?v=Yf1o0TQzry8&t=540sOpenAI Data and Form: https://help.openai.com/en/articles/7039943-data-usage-for-consumer-services-faqhttps://help.openai.com/en/articles/5722486-how-your-data-is-used-to-improve-model-performanceAI Dilemma: https://www.youtube.com/watch?v=xoVJKj8lcNQEconomist Exam: https://www.theguardian.com/technology/2023/apr/06/chatgpt-ai-bryan-caplan-interviewEmad Mostaque Tweet: https://twitter.com/EMostaque/status/1641091842812026882Sparks of AGI Video: https://www.youtube.com/watch?v=qbIk7-JPB2cNvidia Data Center Tour: https://www.youtube.com/watch?v=vY61ExKhnfA&t=69shttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 06:31:15 -0000 full AI Explained Greg Brockman just revealed the thinking of OpenAI on how best to release GPT 5. He spoke of a 'continuum of better AIs' and I will break it all down in simple terms.With evidence from multiple sources, including the GPT 4 Technical report, I will go over each of the 5 telling points he made on Twitter, and feature external evidence from Ilya Sutskever, the Center for Humane Technology, Emad Mostaque, the Guardian and more.To learn more about capability improvements, do check out my previous GPT 5 video.My First GPT 5 Video: https://www.youtube.com/watch?v=c4aR_smQgxY&t=634sBrockman Tweet: https://twitter.com/gdb/status/1646183424024268800GPT 4 Technical Report: https://arxiv.org/pdf/2303.08774.pdfSutskever Interview: https://www.youtube.com/watch?v=Yf1o0TQzry8&t=540sOpenAI Data and Form: https://help.openai.com/en/articles/7039943-data-usage-for-consumer-services-faqhttps://help.openai.com/en/articles/5722486-how-your-data-is-used-to-improve-model-performanceAI Dilemma: https://www.youtube.com/watch?v=xoVJKj8lcNQEconomist Exam: https://www.theguardian.com/technology/2023/apr/06/chatgpt-ai-bryan-caplan-interviewEmad Mostaque Tweet: https://twitter.com/EMostaque/status/1641091842812026882Sparks of AGI Video: https://www.youtube.com/watch?v=qbIk7-JPB2cNvidia Data Center Tour: https://www.youtube.com/watch?v=vY61ExKhnfA&t=69shttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Greg Brockman just revealed the thinking of OpenAI on how best to release GPT 5. He spoke of a 'continuum of better AIs' and I will break it all down in simple terms.

With evidence from multiple sources, including the GPT 4 Technical report, I will go over each of the 5 telling points he made on Twitter, and feature external evidence from Ilya Sutskever, the Center for Humane Technology, Emad Mostaque, the Guardian and more.

To learn more about capability improvements, do check out my previous GPT 5 video.

My First GPT 5 Video: https://www.youtube.com/watch?v=c4aR_smQgxY&t=634s
Brockman Tweet: https://twitter.com/gdb/status/1646183424024268800
GPT 4 Technical Report: https://arxiv.org/pdf/2303.08774.pdf
Sutskever Interview: https://www.youtube.com/watch?v=Yf1o0TQzry8&t=540s
OpenAI Data and Form: https://help.openai.com/en/articles/7039943-data-usage-for-consumer-services-faq
https://help.openai.com/en/articles/5722486-how-your-data-is-used-to-improve-model-performance
AI Dilemma: https://www.youtube.com/watch?v=xoVJKj8lcNQ
Economist Exam: https://www.theguardian.com/technology/2023/apr/06/chatgpt-ai-bryan-caplan-interview
Emad Mostaque Tweet: https://twitter.com/EMostaque/status/1641091842812026882
Sparks of AGI Video: https://www.youtube.com/watch?v=qbIk7-JPB2c
Nvidia Data Center Tour: https://www.youtube.com/watch?v=vY61ExKhnfA&t=69s

https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 990 no AI Breaks Its Silence: OpenAI’s ‘Next 12 Days’, Genie 2, and a Word of Caution Calmest before the storm? Whatever analogy you want to use, things had gotten quiet toward the end of 2024. But then tonight we got Genie 2, and a series of scheduled announcements from OpenAI... Assembly AI Speech to Text: https://www.assemblyai.com/?utm_source=youtube&utm_medium=influencer&utm_campaign=ai_explained Sora is soon here, and o1, but I dive deeper into what it all means and whether reliability is on a path to being solved, ft: two recent papers. Plus Kling Motion Brush, Simple Bench QwQ update and much more.AI Insiders: https://www.patreon.com/AIExplainedChapters:00:43 - OpenAI 12 Days, Sora Turbo, o103:06 - Genie 208:26 - Jensen Huang and Altman Hallucination Predictions09:45 - Bag of Heuristics Paper11:40 - Procedural Knowledge Paper13:02 - AssemblyAI Universal 213:45 - SimpleBench QwQ and Chinese Models14:42 - Kling Motion BrushGenie 2: https://deepmind.google/discover/blog/genie-2-a-large-scale-foundation-world-model/Jim Cramer: https://x.com/jimcramer/status/1864068878692675625Give Us Full o1: https://x.com/tszzl/status/1863882905422106851Verge Scoop: https://x.com/tomwarren/status/1864326361415925861O1 Learning to Reason Benchmarks: https://openai.com/index/learning-to-reason-with-llms/SIMA AI: https://arxiv.org/pdf/2404.10179Genie Paper: https://arxiv.org/pdf/2402.15391My Video on Genie: https://www.youtube.com/watch?v=gGKsfXkSXv8Oasis Minecraft: https://x.com/risphereeditor/status/1852619965511204974LLMs Procedural Knowledge Paper: https://arxiv.org/pdf/2411.12580Bag of Heuristics Paper: https://arxiv.org/pdf/2410.21272Jensen Huang Hallucinations: https://www.tomshardware.com/tech-industry/artificial-intelligence/jensen-says-we-are-several-years-away-from-solving-the-ai-hallucination-problem-in-the-meantime-we-have-to-keep-increasing-our-computationDeepSeek Interview: https://www.chinatalk.media/p/deepseek-ceo-interview-with-chinasKling Motion Brush: https://klingai.com/image-to-videoTim Rocktaschel Book: https://geni.us/ArtificialIntelligenceThe 8 Most Controversial Terms in AI: https://imp.i384100.net/m57g3MNon-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/Many people expense AI Insiders for work. Feel free to use the Template in the 'About Section' of my Patreon. https://www.patreon.com/AIExplained Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 06:02:30 -0000 full AI Explained Calmest before the storm? Whatever analogy you want to use, things had gotten quiet toward the end of 2024. But then tonight we got Genie 2, and a series of scheduled announcements from OpenAI... Assembly AI Speech to Text: https://www.assemblyai.com/?utm_source=youtube&utm_medium=influencer&utm_campaign=ai_explained Sora is soon here, and o1, but I dive deeper into what it all means and whether reliability is on a path to being solved, ft: two recent papers. Plus Kling Motion Brush, Simple Bench QwQ update and much more.AI Insiders: https://www.patreon.com/AIExplainedChapters:00:43 - OpenAI 12 Days, Sora Turbo, o103:06 - Genie 208:26 - Jensen Huang and Altman Hallucination Predictions09:45 - Bag of Heuristics Paper11:40 - Procedural Knowledge Paper13:02 - AssemblyAI Universal 213:45 - SimpleBench QwQ and Chinese Models14:42 - Kling Motion BrushGenie 2: https://deepmind.google/discover/blog/genie-2-a-large-scale-foundation-world-model/Jim Cramer: https://x.com/jimcramer/status/1864068878692675625Give Us Full o1: https://x.com/tszzl/status/1863882905422106851Verge Scoop: https://x.com/tomwarren/status/1864326361415925861O1 Learning to Reason Benchmarks: https://openai.com/index/learning-to-reason-with-llms/SIMA AI: https://arxiv.org/pdf/2404.10179Genie Paper: https://arxiv.org/pdf/2402.15391My Video on Genie: https://www.youtube.com/watch?v=gGKsfXkSXv8Oasis Minecraft: https://x.com/risphereeditor/status/1852619965511204974LLMs Procedural Knowledge Paper: https://arxiv.org/pdf/2411.12580Bag of Heuristics Paper: https://arxiv.org/pdf/2410.21272Jensen Huang Hallucinations: https://www.tomshardware.com/tech-industry/artificial-intelligence/jensen-says-we-are-several-years-away-from-solving-the-ai-hallucination-problem-in-the-meantime-we-have-to-keep-increasing-our-computationDeepSeek Interview: https://www.chinatalk.media/p/deepseek-ceo-interview-with-chinasKling Motion Brush: https://klingai.com/image-to-videoTim Rocktaschel Book: https://geni.us/ArtificialIntelligenceThe 8 Most Controversial Terms in AI: https://imp.i384100.net/m57g3MNon-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/Many people expense AI Insiders for work. Feel free to use the Template in the 'About Section' of my Patreon. https://www.patreon.com/AIExplained Learn more about your ad choices. Visit megaphone.fm/adchoices Calmest before the storm? Whatever analogy you want to use, things had gotten quiet toward the end of 2024. But then tonight we got Genie 2, and a series of scheduled announcements from OpenAI...

Assembly AI Speech to Text: https://www.assemblyai.com/?utm_source=youtube&utm_medium=influencer&utm_campaign=ai_explained

Sora is soon here, and o1, but I dive deeper into what it all means and whether reliability is on a path to being solved, ft: two recent papers. Plus Kling Motion Brush, Simple Bench QwQ update and much more.


AI Insiders: https://www.patreon.com/AIExplained

Chapters:
00:43 - OpenAI 12 Days, Sora Turbo, o1
03:06 - Genie 2
08:26 - Jensen Huang and Altman Hallucination Predictions
09:45 - Bag of Heuristics Paper
11:40 - Procedural Knowledge Paper
13:02 - AssemblyAI Universal 2
13:45 - SimpleBench QwQ and Chinese Models
14:42 - Kling Motion Brush

Genie 2: https://deepmind.google/discover/blog/genie-2-a-large-scale-foundation-world-model/
Jim Cramer: https://x.com/jimcramer/status/1864068878692675625
Give Us Full o1: https://x.com/tszzl/status/1863882905422106851
Verge Scoop: https://x.com/tomwarren/status/1864326361415925861
O1 Learning to Reason Benchmarks: https://openai.com/index/learning-to-reason-with-llms/
SIMA AI: https://arxiv.org/pdf/2404.10179
Genie Paper: https://arxiv.org/pdf/2402.15391
My Video on Genie: https://www.youtube.com/watch?v=gGKsfXkSXv8
Oasis Minecraft: https://x.com/risphereeditor/status/1852619965511204974
LLMs Procedural Knowledge Paper: https://arxiv.org/pdf/2411.12580
Bag of Heuristics Paper: https://arxiv.org/pdf/2410.21272
Jensen Huang Hallucinations: https://www.tomshardware.com/tech-industry/artificial-intelligence/jensen-says-we-are-several-years-away-from-solving-the-ai-hallucination-problem-in-the-meantime-we-have-to-keep-increasing-our-computation
DeepSeek Interview: https://www.chinatalk.media/p/deepseek-ceo-interview-with-chinas
Kling Motion Brush: https://klingai.com/image-to-video


Tim Rocktaschel Book: https://geni.us/ArtificialIntelligence


The 8 Most Controversial Terms in AI: https://imp.i384100.net/m57g3M

Non-hype Newsletter: https://signaltonoise.beehiiv.com/

Podcast: https://aiexplainedopodcast.buzzsprout.com/

Many people expense AI Insiders for work. Feel free to use the Template in the 'About Section' of my Patreon. https://www.patreon.com/AIExplained

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 1304 no Gemini 3 Pro: Breakdown Gemini 3 Pro is out, and records fell like snowflakes in Svalbard. No long description, chapters or links today, huge technical difficulties, including with audio, so just want to publish asap.https://app.grayswan.ai/ai-explainedhttps://lmcouncil.aiAI Insiders ($9!): https://www.patreon.com/AIExplainedNon-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 05:33:45 -0000 full AI Explained Gemini 3 Pro is out, and records fell like snowflakes in Svalbard. No long description, chapters or links today, huge technical difficulties, including with audio, so just want to publish asap.https://app.grayswan.ai/ai-explainedhttps://lmcouncil.aiAI Insiders ($9!): https://www.patreon.com/AIExplainedNon-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Gemini 3 Pro is out, and records fell like snowflakes in Svalbard.

No long description, chapters or links today, huge technical difficulties, including with audio, so just want to publish asap.


https://app.grayswan.ai/ai-explained


https://lmcouncil.ai
AI Insiders ($9!): https://www.patreon.com/AIExplained



Non-hype Newsletter: https://signaltonoise.beehiiv.com/
Podcast: https://aiexplainedopodcast.buzzsprout.com/

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 1737 no Gemini Ultra - Full Review Gemini Ultra is here – I insta-subscribed – and I have conducted a veritable battery of tests on it, across almost all domains. Tests include images, debugging, mathematics, theory of mind, logic, Google Maps, YouTube, jailbreaks and more, all compared to GPT-4 Turbo. Google might want to know about some of these. I’ll also piece together months of research on what Gemini Ultra might soon evolve into – though possibly not within the two months free trial, don’t get too wild. I’ll also give some tips on usage, because Gemini is a sensitive soul. And I’ll also tell you about a chat I’m going to be having with the founder of Perplexity, the company some say will take down Google. AI Insiders: https://www.patreon.com/AIExplainedGemini: https://gemini.google.com/apphttps://gemini.google.com/advancedGemini Announcement: https://blog.google/technology/ai/google-gemini-update-sundar-pichai-2024/?utm_source=hpp&utm_medium=referral&utm_campaign=gemini24Hassabis Tweet: https://twitter.com/demishassabisFAQ: https://gemini.google.com/faqGoogle One: https://one.google.com/benefitsGemini Paper: https://arxiv.org/pdf/2312.11805.pdfPerplexity NYT: https://www.nytimes.com/2024/02/01/technology/perplexity-search-ai-google.htmlhttps://www.perplexity.ai/AlphaCode 2: https://storage.googleapis.com/deepmind-media/AlphaCode2/AlphaCode2_Tech_Report.pdfDeepMind staff Leave Lyria: https://www.theinformation.com/articles/more-google-deepmind-staff-depart-to-launch-an-ai-startup?rc=sy0ihqhttps://www.bloomberg.com/news/articles/2024-01-19/google-deepmind-ai-scientists-in-talks-to-leave-for-french-stealth-startupGemini Delayed Jailbreak: https://www.theinformation.com/articles/google-postpones-big-ai-launch-as-openai-zooms-ahead?rc=sy0ihqTheory of Mind: https://arxiv.org/pdf/2302.08399.pdfAlphaGeometry: https://www.nytimes.com/2024/01/17/science/ai-computers-mathematics-olympiad.htmlMy Video On It: https://www.youtube.com/watch?v=dOplrIJEYBoAI Insiders: https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 05:05:00 -0000 full AI Explained Gemini Ultra is here – I insta-subscribed – and I have conducted a veritable battery of tests on it, across almost all domains. Tests include images, debugging, mathematics, theory of mind, logic, Google Maps, YouTube, jailbreaks and more, all compared to GPT-4 Turbo. Google might want to know about some of these. I’ll also piece together months of research on what Gemini Ultra might soon evolve into – though possibly not within the two months free trial, don’t get too wild. I’ll also give some tips on usage, because Gemini is a sensitive soul. And I’ll also tell you about a chat I’m going to be having with the founder of Perplexity, the company some say will take down Google. AI Insiders: https://www.patreon.com/AIExplainedGemini: https://gemini.google.com/apphttps://gemini.google.com/advancedGemini Announcement: https://blog.google/technology/ai/google-gemini-update-sundar-pichai-2024/?utm_source=hpp&utm_medium=referral&utm_campaign=gemini24Hassabis Tweet: https://twitter.com/demishassabisFAQ: https://gemini.google.com/faqGoogle One: https://one.google.com/benefitsGemini Paper: https://arxiv.org/pdf/2312.11805.pdfPerplexity NYT: https://www.nytimes.com/2024/02/01/technology/perplexity-search-ai-google.htmlhttps://www.perplexity.ai/AlphaCode 2: https://storage.googleapis.com/deepmind-media/AlphaCode2/AlphaCode2_Tech_Report.pdfDeepMind staff Leave Lyria: https://www.theinformation.com/articles/more-google-deepmind-staff-depart-to-launch-an-ai-startup?rc=sy0ihqhttps://www.bloomberg.com/news/articles/2024-01-19/google-deepmind-ai-scientists-in-talks-to-leave-for-french-stealth-startupGemini Delayed Jailbreak: https://www.theinformation.com/articles/google-postpones-big-ai-launch-as-openai-zooms-ahead?rc=sy0ihqTheory of Mind: https://arxiv.org/pdf/2302.08399.pdfAlphaGeometry: https://www.nytimes.com/2024/01/17/science/ai-computers-mathematics-olympiad.htmlMy Video On It: https://www.youtube.com/watch?v=dOplrIJEYBoAI Insiders: https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Gemini Ultra is here – I insta-subscribed – and I have conducted a veritable battery of tests on it, across almost all domains. Tests include images, debugging, mathematics, theory of mind, logic, Google Maps, YouTube, jailbreaks and more, all compared to GPT-4 Turbo. Google might want to know about some of these. I’ll also piece together months of research on what Gemini Ultra might soon evolve into – though possibly not within the two months free trial, don’t get too wild. I’ll also give some tips on usage, because Gemini is a sensitive soul. And I’ll also tell you about a chat I’m going to be having with the founder of Perplexity, the company some say will take down Google.

AI Insiders: https://www.patreon.com/AIExplained

Gemini: https://gemini.google.com/app
https://gemini.google.com/advanced
Gemini Announcement: https://blog.google/technology/ai/google-gemini-update-sundar-pichai-2024/?utm_source=hpp&utm_medium=referral&utm_campaign=gemini24
Hassabis Tweet: https://twitter.com/demishassabis
FAQ: https://gemini.google.com/faq
Google One: https://one.google.com/benefits
Gemini Paper: https://arxiv.org/pdf/2312.11805.pdf
Perplexity NYT: https://www.nytimes.com/2024/02/01/technology/perplexity-search-ai-google.html
https://www.perplexity.ai/
AlphaCode 2: https://storage.googleapis.com/deepmind-media/AlphaCode2/AlphaCode2_Tech_Report.pdf
DeepMind staff Leave Lyria: https://www.theinformation.com/articles/more-google-deepmind-staff-depart-to-launch-an-ai-startup?rc=sy0ihq
https://www.bloomberg.com/news/articles/2024-01-19/google-deepmind-ai-scientists-in-talks-to-leave-for-french-stealth-startup
Gemini Delayed Jailbreak: https://www.theinformation.com/articles/google-postpones-big-ai-launch-as-openai-zooms-ahead?rc=sy0ihq
Theory of Mind: https://arxiv.org/pdf/2302.08399.pdf
AlphaGeometry: https://www.nytimes.com/2024/01/17/science/ai-computers-mathematics-olympiad.html
My Video On It: https://www.youtube.com/watch?v=dOplrIJEYBo

AI Insiders: https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 1366 no Midjourney v6, Altman 'Age Reversal' and Gemini 2 - Christmas Edition Tips on how best to use the stunning new Midjourney v6, a look at the new claims of 'imminent' healthspan extension and a glimpse at the potential of Gemini 2, given the compute power of Google - plus Suno AI, RunwayML and more. Welcome to the Christmas Edition of AI Explained!https://www.patreon.com/AIExplainedMidjourney v6: https://mid-journey.ai/midjourney-v6-release/Magnific: https://magnific.ai/editor/ RunwayML: https://runwayml.com/Suno AI: https://app.suno.ai/create/Altman Blog: https://blog.samaltman.com/what-i-wish-someone-had-told-meBloomberg Retro: https://www.bloomberg.com/news/features/2023-12-19/longevity-startup-retro-biosciences-is-sam-altman-s-shot-at-life-extensionCell Reprogramming: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9845736/Big Tech Longevity Funding: https://www.businessinsider.com/richest-wealthiest-entrepreneurs-ceo-billionaires-tech-searching-hacking-longevity?r=US&IR=T#jeff-bezos-has-also-gotten-into-longevity-investment-game-in-recent-years-9Altman Metformin: https://www.businessinsider.com/openai-ceo-sam-altman-takes-diabetes-drug-metformin-slow-aging-2023-3?r=US&IR=TAnd Empty Bank Account: https://www.technologyreview.com/2023/03/08/1069523/sam-altman-investment-180-million-retro-biosciences-longevity-death/20 Years – Altos Labs: https://english.elpais.com/science-tech/2022-03-08/juan-carlos-izpisua-within-two-decades-we-will-be-able-to-prevent-aging.htmlJerry Tworek OpenAI: https://twitter.com/MillionInt/status/1737578181509648468Gemini 2: https://www.theinformation.com/articles/how-google-got-back-on-its-feet-in-ai-race?rc=sy0ihqSemiAnalysis: https://www.semianalysis.com/p/google-gemini-eats-the-world-gemini Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 04:36:15 -0000 full AI Explained Tips on how best to use the stunning new Midjourney v6, a look at the new claims of 'imminent' healthspan extension and a glimpse at the potential of Gemini 2, given the compute power of Google - plus Suno AI, RunwayML and more. Welcome to the Christmas Edition of AI Explained!https://www.patreon.com/AIExplainedMidjourney v6: https://mid-journey.ai/midjourney-v6-release/Magnific: https://magnific.ai/editor/ RunwayML: https://runwayml.com/Suno AI: https://app.suno.ai/create/Altman Blog: https://blog.samaltman.com/what-i-wish-someone-had-told-meBloomberg Retro: https://www.bloomberg.com/news/features/2023-12-19/longevity-startup-retro-biosciences-is-sam-altman-s-shot-at-life-extensionCell Reprogramming: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9845736/Big Tech Longevity Funding: https://www.businessinsider.com/richest-wealthiest-entrepreneurs-ceo-billionaires-tech-searching-hacking-longevity?r=US&IR=T#jeff-bezos-has-also-gotten-into-longevity-investment-game-in-recent-years-9Altman Metformin: https://www.businessinsider.com/openai-ceo-sam-altman-takes-diabetes-drug-metformin-slow-aging-2023-3?r=US&IR=TAnd Empty Bank Account: https://www.technologyreview.com/2023/03/08/1069523/sam-altman-investment-180-million-retro-biosciences-longevity-death/20 Years – Altos Labs: https://english.elpais.com/science-tech/2022-03-08/juan-carlos-izpisua-within-two-decades-we-will-be-able-to-prevent-aging.htmlJerry Tworek OpenAI: https://twitter.com/MillionInt/status/1737578181509648468Gemini 2: https://www.theinformation.com/articles/how-google-got-back-on-its-feet-in-ai-race?rc=sy0ihqSemiAnalysis: https://www.semianalysis.com/p/google-gemini-eats-the-world-gemini Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Tips on how best to use the stunning new Midjourney v6, a look at the new claims of 'imminent' healthspan extension and a glimpse at the potential of Gemini 2, given the compute power of Google - plus Suno AI, RunwayML and more. Welcome to the Christmas Edition of AI Explained!

https://www.patreon.com/AIExplained

Midjourney v6: https://mid-journey.ai/midjourney-v6-release/
Magnific: https://magnific.ai/editor/
RunwayML: https://runwayml.com/
Suno AI: https://app.suno.ai/create/
Altman Blog: https://blog.samaltman.com/what-i-wish-someone-had-told-me
Bloomberg Retro: https://www.bloomberg.com/news/features/2023-12-19/longevity-startup-retro-biosciences-is-sam-altman-s-shot-at-life-extension
Cell Reprogramming: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9845736/
Big Tech Longevity Funding: https://www.businessinsider.com/richest-wealthiest-entrepreneurs-ceo-billionaires-tech-searching-hacking-longevity?r=US&IR=T#jeff-bezos-has-also-gotten-into-longevity-investment-game-in-recent-years-9
Altman Metformin: https://www.businessinsider.com/openai-ceo-sam-altman-takes-diabetes-drug-metformin-slow-aging-2023-3?r=US&IR=T
And Empty Bank Account: https://www.technologyreview.com/2023/03/08/1069523/sam-altman-investment-180-million-retro-biosciences-longevity-death/
20 Years – Altos Labs: https://english.elpais.com/science-tech/2022-03-08/juan-carlos-izpisua-within-two-decades-we-will-be-able-to-prevent-aging.html
Jerry Tworek OpenAI: https://twitter.com/MillionInt/status/1737578181509648468
Gemini 2: https://www.theinformation.com/articles/how-google-got-back-on-its-feet-in-ai-race?rc=sy0ihq
SemiAnalysis: https://www.semianalysis.com/p/google-gemini-eats-the-world-gemini Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/

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]]> 976 no o1 Pro Mode – ChatGPT Pro Full Analysis (plus o1 paper highlights) Oh boy. o1 pro mode out on the same night as o1 full. I read the 49 page paper, ran my own tests, spent my fuel allowance on Pro Mode and will give you all the highlights. Suffice to say the story is not as simple as it first appears. Weights and Biases’ Weave: wandb.me/ai_explainedPlus, GPT-4.5? MLE Bench, Simple Update, Image Analysis and much more AI Insiders: https://www.patreon.com/AIExplainedo1 System Card: https://cdn.openai.com/o1-system-card-20241205.pdfApollo Research: https://www.apolloresearch.ai/research/scheming-reasoning-evaluationsAltman Tweet: https://x.com/AnonCEOMakeItAi/status/1864763052622504344ChatGPT Pro: https://openai.com/index/introducing-chatgpt-pro/Tibor Blaho: https://x.com/btibor91/status/1864709670470066605Simple-bench.com Chapters:00:00 - Introduction00:27 - ChatGPT Pro is $20001:25 - OpenAI Benchmarks03:20 - o1 System Card, o1 and o1 Pro Mode vs o1-preview06:18 - Simple Bench surprising results on sample08:31 - Weight & Biases09:05 - Image Analysis Compared12:51 - More Benchmarks and SafetyThe 8 Most Controversial Terms in AI: https://imp.i384100.net/m57g3MNon-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/I use Descript to edit my videos: https://get.descript.com/ldgxfuj2bhnbMany people expense AI Insiders for work. Feel free to use the Template in the 'About Section' of my Patreon. https://www.patreon.com/AIExplained Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 04:07:30 -0000 full AI Explained Oh boy. o1 pro mode out on the same night as o1 full. I read the 49 page paper, ran my own tests, spent my fuel allowance on Pro Mode and will give you all the highlights. Suffice to say the story is not as simple as it first appears. Weights and Biases’ Weave: wandb.me/ai_explainedPlus, GPT-4.5? MLE Bench, Simple Update, Image Analysis and much more AI Insiders: https://www.patreon.com/AIExplainedo1 System Card: https://cdn.openai.com/o1-system-card-20241205.pdfApollo Research: https://www.apolloresearch.ai/research/scheming-reasoning-evaluationsAltman Tweet: https://x.com/AnonCEOMakeItAi/status/1864763052622504344ChatGPT Pro: https://openai.com/index/introducing-chatgpt-pro/Tibor Blaho: https://x.com/btibor91/status/1864709670470066605Simple-bench.com Chapters:00:00 - Introduction00:27 - ChatGPT Pro is $20001:25 - OpenAI Benchmarks03:20 - o1 System Card, o1 and o1 Pro Mode vs o1-preview06:18 - Simple Bench surprising results on sample08:31 - Weight & Biases09:05 - Image Analysis Compared12:51 - More Benchmarks and SafetyThe 8 Most Controversial Terms in AI: https://imp.i384100.net/m57g3MNon-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/I use Descript to edit my videos: https://get.descript.com/ldgxfuj2bhnbMany people expense AI Insiders for work. Feel free to use the Template in the 'About Section' of my Patreon. https://www.patreon.com/AIExplained Learn more about your ad choices. Visit megaphone.fm/adchoices Oh boy. o1 pro mode out on the same night as o1 full. I read the 49 page paper, ran my own tests, spent my fuel allowance on Pro Mode and will give you all the highlights. Suffice to say the story is not as simple as it first appears.

Weights and Biases’ Weave: wandb.me/ai_explained

Plus, GPT-4.5? MLE Bench, Simple Update, Image Analysis and much more

AI Insiders: https://www.patreon.com/AIExplained

o1 System Card: https://cdn.openai.com/o1-system-card-20241205.pdf
Apollo Research: https://www.apolloresearch.ai/research/scheming-reasoning-evaluations
Altman Tweet: https://x.com/AnonCEOMakeItAi/status/1864763052622504344
ChatGPT Pro: https://openai.com/index/introducing-chatgpt-pro/
Tibor Blaho: https://x.com/btibor91/status/1864709670470066605
Simple-bench.com


Chapters:
00:00 - Introduction
00:27 - ChatGPT Pro is $200
01:25 - OpenAI Benchmarks
03:20 - o1 System Card, o1 and o1 Pro Mode vs o1-preview
06:18 - Simple Bench surprising results on sample
08:31 - Weight & Biases
09:05 - Image Analysis Compared
12:51 - More Benchmarks and Safety


The 8 Most Controversial Terms in AI: https://imp.i384100.net/m57g3M

Non-hype Newsletter: https://signaltonoise.beehiiv.com/

Podcast: https://aiexplainedopodcast.buzzsprout.com/

I use Descript to edit my videos: https://get.descript.com/ldgxfuj2bhnb

Many people expense AI Insiders for work. Feel free to use the Template in the 'About Section' of my Patreon. https://www.patreon.com/AIExplained

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 1378 no 9 AI Developments: HeyGen 2.0 to AjaxGPT, Open Interpreter to NExT-GPT and Roblox AI The 9 new AI developments that I genuinely feel will be the most impactful, from insane video dubbing and translation to Apple Ajax and Google Gemini leaks, Roblox AI to an Open Interpreter Demo. https://www.metaculus.com/ai/?utm_source=ai_explained&utm_campaign=ai_explainedhttps://www.patreon.com/AIExplainedHeyGen Avatar 2.0 Video Translate: https://labs.heygen.com/video-translateAltman Original Testimony: https://www.youtube.com/shorts/OXaTpBZGlSoOpen Interpreter: https://twitter.com/hellokillian/status/1699156860073640038https://openinterpreter.com/Sam Altman Interview This Week, Norges Bank: https://www.youtube.com/watch?v=O77UyYK51s4Language Models As Optimizers: https://arxiv.org/pdf/2309.03409.pdfBipartisan AI Act: https://twitter.com/SenBlumenthal/status/1700147410880569475/photo/1Suleyman 80,000 Hours: https://80000hours.org/podcast/episodes/mustafa-suleyman-getting-washington-and-silicon-valley-to-tame-ai/New York Times IRS AI: https://www.nytimes.com/2023/09/08/us/politics/irs-deploys-artificial-intelligence-to-target-rich-partnerships.htmlGoogle Gemini News: https://www.theinformation.com/articles/google-nears-release-of-gemini-ai-to-rival-openai?rc=sy0ihqPalm 2 Technical Report: https://ai.google/static/documents/palm2techreport.pdfMeta Llama 3: https://www.wsj.com/tech/ai/meta-is-developing-a-new-more-powerful-ai-system-as-technology-race-escalates-decf9451https://twitter.com/agikoala/status/1695125016764157988Roblox AI: https://twitter.com/rowancheung/status/1701626833970794989Smell2Text: https://twitter.com/DrJimFan/status/1701611251376497046NExT-GPT: https://arxiv.org/pdf/2309.05519.pdfApple Ajax GPT: https://www.theinformation.com/articles/apple-boosts-spending-to-develop-conversational-ai?rc=sy0ihqAI Art: https://twitter.com/MrUgleh/status/1702041188482658758/photo/4https://discord.gg/WxxeHG7HCVhttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 03:38:45 -0000 full AI Explained The 9 new AI developments that I genuinely feel will be the most impactful, from insane video dubbing and translation to Apple Ajax and Google Gemini leaks, Roblox AI to an Open Interpreter Demo. https://www.metaculus.com/ai/?utm_source=ai_explained&utm_campaign=ai_explainedhttps://www.patreon.com/AIExplainedHeyGen Avatar 2.0 Video Translate: https://labs.heygen.com/video-translateAltman Original Testimony: https://www.youtube.com/shorts/OXaTpBZGlSoOpen Interpreter: https://twitter.com/hellokillian/status/1699156860073640038https://openinterpreter.com/Sam Altman Interview This Week, Norges Bank: https://www.youtube.com/watch?v=O77UyYK51s4Language Models As Optimizers: https://arxiv.org/pdf/2309.03409.pdfBipartisan AI Act: https://twitter.com/SenBlumenthal/status/1700147410880569475/photo/1Suleyman 80,000 Hours: https://80000hours.org/podcast/episodes/mustafa-suleyman-getting-washington-and-silicon-valley-to-tame-ai/New York Times IRS AI: https://www.nytimes.com/2023/09/08/us/politics/irs-deploys-artificial-intelligence-to-target-rich-partnerships.htmlGoogle Gemini News: https://www.theinformation.com/articles/google-nears-release-of-gemini-ai-to-rival-openai?rc=sy0ihqPalm 2 Technical Report: https://ai.google/static/documents/palm2techreport.pdfMeta Llama 3: https://www.wsj.com/tech/ai/meta-is-developing-a-new-more-powerful-ai-system-as-technology-race-escalates-decf9451https://twitter.com/agikoala/status/1695125016764157988Roblox AI: https://twitter.com/rowancheung/status/1701626833970794989Smell2Text: https://twitter.com/DrJimFan/status/1701611251376497046NExT-GPT: https://arxiv.org/pdf/2309.05519.pdfApple Ajax GPT: https://www.theinformation.com/articles/apple-boosts-spending-to-develop-conversational-ai?rc=sy0ihqAI Art: https://twitter.com/MrUgleh/status/1702041188482658758/photo/4https://discord.gg/WxxeHG7HCVhttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices The 9 new AI developments that I genuinely feel will be the most impactful, from insane video dubbing and translation to Apple Ajax and Google Gemini leaks, Roblox AI to an Open Interpreter Demo.

https://www.metaculus.com/ai/?utm_source=ai_explained&utm_campaign=ai_explained

https://www.patreon.com/AIExplained

HeyGen Avatar 2.0 Video Translate: https://labs.heygen.com/video-translate
Altman Original Testimony: https://www.youtube.com/shorts/OXaTpBZGlSo
Open Interpreter: https://twitter.com/hellokillian/status/1699156860073640038
https://openinterpreter.com/
Sam Altman Interview This Week, Norges Bank: https://www.youtube.com/watch?v=O77UyYK51s4
Language Models As Optimizers: https://arxiv.org/pdf/2309.03409.pdf
Bipartisan AI Act: https://twitter.com/SenBlumenthal/status/1700147410880569475/photo/1
Suleyman 80,000 Hours: https://80000hours.org/podcast/episodes/mustafa-suleyman-getting-washington-and-silicon-valley-to-tame-ai/
New York Times IRS AI: https://www.nytimes.com/2023/09/08/us/politics/irs-deploys-artificial-intelligence-to-target-rich-partnerships.html
Google Gemini News: https://www.theinformation.com/articles/google-nears-release-of-gemini-ai-to-rival-openai?rc=sy0ihq
Palm 2 Technical Report: https://ai.google/static/documents/palm2techreport.pdf
Meta Llama 3: https://www.wsj.com/tech/ai/meta-is-developing-a-new-more-powerful-ai-system-as-technology-race-escalates-decf9451
https://twitter.com/agikoala/status/1695125016764157988
Roblox AI: https://twitter.com/rowancheung/status/1701626833970794989
Smell2Text: https://twitter.com/DrJimFan/status/1701611251376497046
NExT-GPT: https://arxiv.org/pdf/2309.05519.pdf
Apple Ajax GPT: https://www.theinformation.com/articles/apple-boosts-spending-to-develop-conversational-ai?rc=sy0ihq
AI Art: https://twitter.com/MrUgleh/status/1702041188482658758/photo/4

https://discord.gg/WxxeHG7HCV

https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/

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]]> 1163 no GPT-5: Everything You Need to Know So Far Was yesterday the day GPT-5 actually started training? This video has everything we think we know so far about GPT-5, drawing on exclusive interviews, OpenAI employee comments, Altman confirmations and more. Think of this as the ultimate compilation of GPT-5 news. Plus, as a bonus, you’ll get 1 super-practical tip on typing to ChatGPT and a Dalle-3 discovery.AI Insiders: https://www.patreon.com/AIExplainedGPT-5 Training Tweets?: https://twitter.com/gdb/status/1750558864469299622https://twitter.com/_jasonwei/status/1750609836713365570Altman Gates: https://www.youtube.com/watch?v=8-Ymdc6EdKwAltman Guessing Game: https://www.ft.com/content/dd9ba2f6-f509-42f0-8e97-4271c7b84dedOpenAI Cryptic Tweets Ben Newhouse: https://twitter.com/gopatrik/with_replies?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5EauthorAltman Davos: https://www.youtube.com/watch?v=HtXdhcvUD1sAltman Axios: https://www.youtube.com/watch?v=QFXp_TU-bO8Altman In the Room: https://www.youtube.com/watch?v=AVmiEtbJyuw&t=480sKarpathy OS: https://medium.com/@marcelheinz/the-llm-os-a-glimpse-into-the-future-of-tech-with-andrej-karpathy-3bcbc0baf339Brockman Checkpoints: https://twitter.com/gdb/status/1646183424024268800?lang=en-GBLet’s Verify: https://arxiv.org/pdf/2305.20050.pdfMy Original Video on Verify: https://www.youtube.com/watch?v=hZTZYffRsKIThought Unfaithfulness: https://arxiv.org/abs/2307.13702Deepmind Original: https://arxiv.org/pdf/2211.14275.pdfOpenAI Data: https://openai.com/blog/data-partnershipsEtched AI 100T Video: https://www.youtube.com/watch?v=K0XZ_ShxWkIFrench Dataset: https://twitter.com/Dorialexander/status/1750810261856866783Peter Wildeford: https://twitter.com/peterwildefordGPT-4 Typos: https://openreview.net/pdf?id=STHKApXVMHOpenAI Redteaming: https://openai.com/blog/red-teaming-networkBrockman Unpredictable: https://www.youtube.com/watch?v=3sWH2e5xpdo&t=126sOpenAI Elections: https://openai.com/blog/how-openai-is-approaching-2024-worldwide-electionsBiden Robocall: https://www.youtube.com/watch?v=Yki1UNBTJ-AAnthropic Amodei Interview: https://www.youtube.com/watch?v=gAaCqj6j5sQLaziness: https://www.theverge.com/2024/1/25/24050829/openai-gpt-4-turbo-lazy-ai-modelAI Insiders: https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 03:10:00 -0000 full AI Explained Was yesterday the day GPT-5 actually started training? This video has everything we think we know so far about GPT-5, drawing on exclusive interviews, OpenAI employee comments, Altman confirmations and more. Think of this as the ultimate compilation of GPT-5 news. Plus, as a bonus, you’ll get 1 super-practical tip on typing to ChatGPT and a Dalle-3 discovery.AI Insiders: https://www.patreon.com/AIExplainedGPT-5 Training Tweets?: https://twitter.com/gdb/status/1750558864469299622https://twitter.com/_jasonwei/status/1750609836713365570Altman Gates: https://www.youtube.com/watch?v=8-Ymdc6EdKwAltman Guessing Game: https://www.ft.com/content/dd9ba2f6-f509-42f0-8e97-4271c7b84dedOpenAI Cryptic Tweets Ben Newhouse: https://twitter.com/gopatrik/with_replies?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5EauthorAltman Davos: https://www.youtube.com/watch?v=HtXdhcvUD1sAltman Axios: https://www.youtube.com/watch?v=QFXp_TU-bO8Altman In the Room: https://www.youtube.com/watch?v=AVmiEtbJyuw&t=480sKarpathy OS: https://medium.com/@marcelheinz/the-llm-os-a-glimpse-into-the-future-of-tech-with-andrej-karpathy-3bcbc0baf339Brockman Checkpoints: https://twitter.com/gdb/status/1646183424024268800?lang=en-GBLet’s Verify: https://arxiv.org/pdf/2305.20050.pdfMy Original Video on Verify: https://www.youtube.com/watch?v=hZTZYffRsKIThought Unfaithfulness: https://arxiv.org/abs/2307.13702Deepmind Original: https://arxiv.org/pdf/2211.14275.pdfOpenAI Data: https://openai.com/blog/data-partnershipsEtched AI 100T Video: https://www.youtube.com/watch?v=K0XZ_ShxWkIFrench Dataset: https://twitter.com/Dorialexander/status/1750810261856866783Peter Wildeford: https://twitter.com/peterwildefordGPT-4 Typos: https://openreview.net/pdf?id=STHKApXVMHOpenAI Redteaming: https://openai.com/blog/red-teaming-networkBrockman Unpredictable: https://www.youtube.com/watch?v=3sWH2e5xpdo&t=126sOpenAI Elections: https://openai.com/blog/how-openai-is-approaching-2024-worldwide-electionsBiden Robocall: https://www.youtube.com/watch?v=Yki1UNBTJ-AAnthropic Amodei Interview: https://www.youtube.com/watch?v=gAaCqj6j5sQLaziness: https://www.theverge.com/2024/1/25/24050829/openai-gpt-4-turbo-lazy-ai-modelAI Insiders: https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Was yesterday the day GPT-5 actually started training? This video has everything we think we know so far about GPT-5, drawing on exclusive interviews, OpenAI employee comments, Altman confirmations and more. Think of this as the ultimate compilation of GPT-5 news. Plus, as a bonus, you’ll get 1 super-practical tip on typing to ChatGPT and a Dalle-3 discovery.

AI Insiders: https://www.patreon.com/AIExplained

GPT-5 Training Tweets?: https://twitter.com/gdb/status/1750558864469299622
https://twitter.com/_jasonwei/status/1750609836713365570
Altman Gates: https://www.youtube.com/watch?v=8-Ymdc6EdKw
Altman Guessing Game: https://www.ft.com/content/dd9ba2f6-f509-42f0-8e97-4271c7b84ded
OpenAI Cryptic Tweets Ben Newhouse: https://twitter.com/gopatrik/with_replies?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5Eauthor
Altman Davos: https://www.youtube.com/watch?v=HtXdhcvUD1s
Altman Axios: https://www.youtube.com/watch?v=QFXp_TU-bO8
Altman In the Room: https://www.youtube.com/watch?v=AVmiEtbJyuw&t=480s
Karpathy OS: https://medium.com/@marcelheinz/the-llm-os-a-glimpse-into-the-future-of-tech-with-andrej-karpathy-3bcbc0baf339
Brockman Checkpoints: https://twitter.com/gdb/status/1646183424024268800?lang=en-GB
Let’s Verify: https://arxiv.org/pdf/2305.20050.pdf
My Original Video on Verify: https://www.youtube.com/watch?v=hZTZYffRsKI
Thought Unfaithfulness: https://arxiv.org/abs/2307.13702
Deepmind Original: https://arxiv.org/pdf/2211.14275.pdf
OpenAI Data: https://openai.com/blog/data-partnerships
Etched AI 100T Video: https://www.youtube.com/watch?v=K0XZ_ShxWkI
French Dataset: https://twitter.com/Dorialexander/status/1750810261856866783
Peter Wildeford: https://twitter.com/peterwildeford
GPT-4 Typos: https://openreview.net/pdf?id=STHKApXVMH
OpenAI Redteaming: https://openai.com/blog/red-teaming-network
Brockman Unpredictable: https://www.youtube.com/watch?v=3sWH2e5xpdo&t=126s
OpenAI Elections: https://openai.com/blog/how-openai-is-approaching-2024-worldwide-elections
Biden Robocall: https://www.youtube.com/watch?v=Yki1UNBTJ-A
Anthropic Amodei Interview: https://www.youtube.com/watch?v=gAaCqj6j5sQ
Laziness: https://www.theverge.com/2024/1/25/24050829/openai-gpt-4-turbo-lazy-ai-model

AI Insiders: https://www.patreon.com/AIExplained

Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 1647 no How Not to Read a Headline on AI (ft. new Olympiad Gold, GPT-5 …) GPT-5 did what? OpenAI ahead of Google? There are 9 ways to misread the headlines of the last 48 hours, so this video is here to tell you what happened, sans sizzle. It’s been a fairly momentous last few days, so let’s dive in to the International Math Olympiad Gold, GPT-5 alpha release, whether mathematicians are out of jobs, and the white collar impact by year’s end.Job Board: https://80000hours.org/aiexplainedNew Documentary on Patreon: https://www.patreon.com/posts/our-new-age-of-133960279AI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction00:18 - AI Beat Mathematicians?01:23 - OPENAI vs GOOGLE02:42 - Irrelevant to Jobs or …06:45 - White-collar jobs gone?10:26 - AI is Plateauing?12:00 - We Don’t Know the Details…14:33 - GPT-5 alpha14:54 - Nothing but Exponentials?15:53 - No Impact?Announcement: https://x.com/alexwei_/status/1946477742855532918UCLA Math Prof: https://x.com/ErnestRyu/status/1946699302308635130ChatGPT Agent: https://openai.com/index/introducing-chatgpt-agent/Livestream: https://www.youtube.com/watch?v=1jn_RpbPbEc&t=796sSystem Card: https://cdn.openai.com/pdf/839e66fc-602c-48bf-81d3-b21eacc3459d/chatgpt_agent_system_card.pdfJerry Tworek (OpenAI): https://x.com/MillionInt/status/1946556255490982022https://x.com/MillionInt/status/1946558130906968330Noam Brown Details: https://x.com/polynoamial/status/1946478249187377206Trieu Tranh Retweet: https://x.com/Mihonarium/status/1946880931723194389Neel Nanda: https://x.com/NeelNanda5/status/1946602953370173647Terence Tao: https://mathstodon.xyz/@taoSam Altman: https://x.com/sama/status/1946569252296929727METR Dev Study: https://metr.org/blog/2025-07-10-early-2025-ai-experienced-os-dev-study/Ravid Schwatz: https://x.com/ziv_ravid/status/1946378712716562605AlphaEvolve: https://deepmind.google/discover/blog/alphaevolve-a-gemini-powered-coding-agent-for-designing-advanced-algorithms/https://simple-bench.com/Meta Salary: https://www.tomshardware.com/tech-industry/artificial-intelligence/abel-founder-claims-meta-offered-usd1-25-billion-over-four-years-to-ai-hire-person-still-said-no-despite-equivalent-of-usd312-million-yearly-salary$2k per month: https://www.theinformation.com/articles/openai-considers-higher-priced-subscriptions-to-its-chatbot-ai-preview-of-the-informations-ai-summit?rc=sy0ihqNon-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 02:41:15 -0000 full AI Explained GPT-5 did what? OpenAI ahead of Google? There are 9 ways to misread the headlines of the last 48 hours, so this video is here to tell you what happened, sans sizzle. It’s been a fairly momentous last few days, so let’s dive in to the International Math Olympiad Gold, GPT-5 alpha release, whether mathematicians are out of jobs, and the white collar impact by year’s end.Job Board: https://80000hours.org/aiexplainedNew Documentary on Patreon: https://www.patreon.com/posts/our-new-age-of-133960279AI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction00:18 - AI Beat Mathematicians?01:23 - OPENAI vs GOOGLE02:42 - Irrelevant to Jobs or …06:45 - White-collar jobs gone?10:26 - AI is Plateauing?12:00 - We Don’t Know the Details…14:33 - GPT-5 alpha14:54 - Nothing but Exponentials?15:53 - No Impact?Announcement: https://x.com/alexwei_/status/1946477742855532918UCLA Math Prof: https://x.com/ErnestRyu/status/1946699302308635130ChatGPT Agent: https://openai.com/index/introducing-chatgpt-agent/Livestream: https://www.youtube.com/watch?v=1jn_RpbPbEc&t=796sSystem Card: https://cdn.openai.com/pdf/839e66fc-602c-48bf-81d3-b21eacc3459d/chatgpt_agent_system_card.pdfJerry Tworek (OpenAI): https://x.com/MillionInt/status/1946556255490982022https://x.com/MillionInt/status/1946558130906968330Noam Brown Details: https://x.com/polynoamial/status/1946478249187377206Trieu Tranh Retweet: https://x.com/Mihonarium/status/1946880931723194389Neel Nanda: https://x.com/NeelNanda5/status/1946602953370173647Terence Tao: https://mathstodon.xyz/@taoSam Altman: https://x.com/sama/status/1946569252296929727METR Dev Study: https://metr.org/blog/2025-07-10-early-2025-ai-experienced-os-dev-study/Ravid Schwatz: https://x.com/ziv_ravid/status/1946378712716562605AlphaEvolve: https://deepmind.google/discover/blog/alphaevolve-a-gemini-powered-coding-agent-for-designing-advanced-algorithms/https://simple-bench.com/Meta Salary: https://www.tomshardware.com/tech-industry/artificial-intelligence/abel-founder-claims-meta-offered-usd1-25-billion-over-four-years-to-ai-hire-person-still-said-no-despite-equivalent-of-usd312-million-yearly-salary$2k per month: https://www.theinformation.com/articles/openai-considers-higher-priced-subscriptions-to-its-chatbot-ai-preview-of-the-informations-ai-summit?rc=sy0ihqNon-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices GPT-5 did what? OpenAI ahead of Google? There are 9 ways to misread the headlines of the last 48 hours, so this video is here to tell you what happened, sans sizzle. It’s been a fairly momentous last few days, so let’s dive in to the International Math Olympiad Gold, GPT-5 alpha release, whether mathematicians are out of jobs, and the white collar impact by year’s end.

Job Board: https://80000hours.org/aiexplained

New Documentary on Patreon: https://www.patreon.com/posts/our-new-age-of-133960279


AI Insiders ($9!): https://www.patreon.com/AIExplained

Chapters:
00:00 - Introduction
00:18 - AI Beat Mathematicians?
01:23 - OPENAI vs GOOGLE
02:42 - Irrelevant to Jobs or …
06:45 - White-collar jobs gone?
10:26 - AI is Plateauing?
12:00 - We Don’t Know the Details…
14:33 - GPT-5 alpha
14:54 - Nothing but Exponentials?
15:53 - No Impact?

Announcement: https://x.com/alexwei_/status/1946477742855532918

UCLA Math Prof: https://x.com/ErnestRyu/status/1946699302308635130

ChatGPT Agent: https://openai.com/index/introducing-chatgpt-agent/
Livestream: https://www.youtube.com/watch?v=1jn_RpbPbEc&t=796s
System Card: https://cdn.openai.com/pdf/839e66fc-602c-48bf-81d3-b21eacc3459d/chatgpt_agent_system_card.pdf


Jerry Tworek (OpenAI): https://x.com/MillionInt/status/1946556255490982022
https://x.com/MillionInt/status/1946558130906968330

Noam Brown Details: https://x.com/polynoamial/status/1946478249187377206

Trieu Tranh Retweet: https://x.com/Mihonarium/status/1946880931723194389

Neel Nanda: https://x.com/NeelNanda5/status/1946602953370173647

Terence Tao: https://mathstodon.xyz/@tao

Sam Altman: https://x.com/sama/status/1946569252296929727

METR Dev Study: https://metr.org/blog/2025-07-10-early-2025-ai-experienced-os-dev-study/

Ravid Schwatz: https://x.com/ziv_ravid/status/1946378712716562605


AlphaEvolve: https://deepmind.google/discover/blog/alphaevolve-a-gemini-powered-coding-agent-for-designing-advanced-algorithms/

https://simple-bench.com/

Meta Salary: https://www.tomshardware.com/tech-industry/artificial-intelligence/abel-founder-claims-meta-offered-usd1-25-billion-over-four-years-to-ai-hire-person-still-said-no-despite-equivalent-of-usd312-million-yearly-salary

$2k per month: https://www.theinformation.com/articles/openai-considers-higher-priced-subscriptions-to-its-chatbot-ai-preview-of-the-informations-ai-summit?rc=sy0ihq

Non-hype Newsletter: https://signaltonoise.beehiiv.com/

Podcast: https://aiexplainedopodcast.buzzsprout.com/

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 1414 no Sora is Out, But is it a Distraction? Sora is out, both epic and flawed. Beautiful user interface, not so beautiful physics. But is Sora and these 12 days of Shipmas a distraction from OpenAI quietly abandoned promises?Full Sora review, pricing, availability, tools, rivals and more...80,000 hours Website, Podcast + Channel: https://80000hours.org/https://open.spotify.com/show/2WzJwXWBDnn4iZ7odKwDib https://www.youtube.com/@eightythousandhours/videosAI Insiders: https://www.patreon.com/AIExplainedhttps://openai.com/sora/Sora Countries: https://help.openai.com/en/articles/10250692-sora-supported-countriesSora Credits: https://help.openai.com/en/articles/10245774-sora-billing-credits-faqhttps://runwayml.com/ and https://pika.art/home DeepMind Veo: https://deepmind.google/technologies/veo/Sam Altman Ads as Last Resort: https://www.windowscentral.com/software-apps/openai-could-chase-intrusive-ads-as-last-resortBut OpenAI Considering Ads: https://www.inc.com/ben-sherry/is-openai-getting-into-the-advertising-business-the-company-is-sending-mixed-messages/91033533OpenAI Backtracks on Microsoft AGI Clause: https://www.ft.com/content/2c14b89c-f363-4c2a-9dfc-13023b6bce65As Microsoft Boast of Labor Savings: https://www.theinformation.com/articles/microsofts-new-sales-pitch-for-ai-spend-less-money-on-humans?rc=sy0ihqOpenAI Military Pivot: https://www.technologyreview.com/2024/12/04/1107897/openais-new-defense-contract-completes-its-military-pivot/Employees Have Doubts: https://www.washingtonpost.com/technology/2024/12/06/openai-anduril-employee-military-ai/?nid=top_pb_signin&arcId=KZIV7PLRHBCVNPAIAAAVUNRHIM&account_location=ONSITE_HEADER_ARTICLEChapters:00:36 - Availability, Pricing, Credits01:39 - Video Reviews + Storyboard03:01 - Refusals04:44 - Video Extensions and Featured05:33 - Demo Fail + Conclusion06:13 - System Card08:54 - 3 Distractions - 1) Ads 09:37 - 2) AGI Clause12:53 - 3) Military UseThe 8 Most Controversial Terms in AI: https://imp.i384100.net/m57g3MNon-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 02:12:30 -0000 full AI Explained Sora is out, both epic and flawed. Beautiful user interface, not so beautiful physics. But is Sora and these 12 days of Shipmas a distraction from OpenAI quietly abandoned promises?Full Sora review, pricing, availability, tools, rivals and more...80,000 hours Website, Podcast + Channel: https://80000hours.org/https://open.spotify.com/show/2WzJwXWBDnn4iZ7odKwDib https://www.youtube.com/@eightythousandhours/videosAI Insiders: https://www.patreon.com/AIExplainedhttps://openai.com/sora/Sora Countries: https://help.openai.com/en/articles/10250692-sora-supported-countriesSora Credits: https://help.openai.com/en/articles/10245774-sora-billing-credits-faqhttps://runwayml.com/ and https://pika.art/home DeepMind Veo: https://deepmind.google/technologies/veo/Sam Altman Ads as Last Resort: https://www.windowscentral.com/software-apps/openai-could-chase-intrusive-ads-as-last-resortBut OpenAI Considering Ads: https://www.inc.com/ben-sherry/is-openai-getting-into-the-advertising-business-the-company-is-sending-mixed-messages/91033533OpenAI Backtracks on Microsoft AGI Clause: https://www.ft.com/content/2c14b89c-f363-4c2a-9dfc-13023b6bce65As Microsoft Boast of Labor Savings: https://www.theinformation.com/articles/microsofts-new-sales-pitch-for-ai-spend-less-money-on-humans?rc=sy0ihqOpenAI Military Pivot: https://www.technologyreview.com/2024/12/04/1107897/openais-new-defense-contract-completes-its-military-pivot/Employees Have Doubts: https://www.washingtonpost.com/technology/2024/12/06/openai-anduril-employee-military-ai/?nid=top_pb_signin&arcId=KZIV7PLRHBCVNPAIAAAVUNRHIM&account_location=ONSITE_HEADER_ARTICLEChapters:00:36 - Availability, Pricing, Credits01:39 - Video Reviews + Storyboard03:01 - Refusals04:44 - Video Extensions and Featured05:33 - Demo Fail + Conclusion06:13 - System Card08:54 - 3 Distractions - 1) Ads 09:37 - 2) AGI Clause12:53 - 3) Military UseThe 8 Most Controversial Terms in AI: https://imp.i384100.net/m57g3MNon-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Sora is out, both epic and flawed. Beautiful user interface, not so beautiful physics. But is Sora and these 12 days of Shipmas a distraction from OpenAI quietly abandoned promises?

Full Sora review, pricing, availability, tools, rivals and more...

80,000 hours Website, Podcast + Channel:
https://80000hours.org/
https://open.spotify.com/show/2WzJwXWBDnn4iZ7odKwDib https://www.youtube.com/@eightythousandhours/videos

AI Insiders: https://www.patreon.com/AIExplained

https://openai.com/sora/
Sora Countries: https://help.openai.com/en/articles/10250692-sora-supported-countries
Sora Credits: https://help.openai.com/en/articles/10245774-sora-billing-credits-faq
https://runwayml.com/ and https://pika.art/home
DeepMind Veo: https://deepmind.google/technologies/veo/
Sam Altman Ads as Last Resort: https://www.windowscentral.com/software-apps/openai-could-chase-intrusive-ads-as-last-resort
But OpenAI Considering Ads: https://www.inc.com/ben-sherry/is-openai-getting-into-the-advertising-business-the-company-is-sending-mixed-messages/91033533

OpenAI Backtracks on Microsoft AGI Clause: https://www.ft.com/content/2c14b89c-f363-4c2a-9dfc-13023b6bce65
As Microsoft Boast of Labor Savings: https://www.theinformation.com/articles/microsofts-new-sales-pitch-for-ai-spend-less-money-on-humans?rc=sy0ihq

OpenAI Military Pivot: https://www.technologyreview.com/2024/12/04/1107897/openais-new-defense-contract-completes-its-military-pivot/
Employees Have Doubts: https://www.washingtonpost.com/technology/2024/12/06/openai-anduril-employee-military-ai/?nid=top_pb_signin&arcId=KZIV7PLRHBCVNPAIAAAVUNRHIM&account_location=ONSITE_HEADER_ARTICLE


Chapters:
00:36 - Availability, Pricing, Credits
01:39 - Video Reviews + Storyboard
03:01 - Refusals
04:44 - Video Extensions and Featured
05:33 - Demo Fail + Conclusion
06:13 - System Card
08:54 - 3 Distractions - 1) Ads
09:37 - 2) AGI Clause
12:53 - 3) Military Use


The 8 Most Controversial Terms in AI: https://imp.i384100.net/m57g3M

Non-hype Newsletter: https://signaltonoise.beehiiv.com/

Podcast: https://aiexplainedopodcast.buzzsprout.com/

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 1309 no ChatGPT's Achilles' Heel Time for something different - a tour of ChatGPT getting things wrong, including a whole new category of errors that you might find illuminating, concerning or just entertaining. From investigating whether GPT 4 does indeed have theory of mind, to how easily it is jailbroken, to testing Inflection 1, Bard and Claude on the same puzzle that flummoxes ChatGPT to arguing that GPT 4 will just double down on bad logic, this video showcases GPT getting irrational.Inverse Scaling Paper: https://arxiv.org/pdf/2306.09479.pdfTheory of Mind Perturbations: https://arxiv.org/pdf/2302.08399.pdfUnfaithful Explanations: https://arxiv.org/pdf/2305.04388.pdfDecoding Trust: https://arxiv.org/pdf/2306.11698.pdfInflection Memo: https://inflection.ai/assets/Inflection-1.pdfHeypi from Inflection: https://heypi.com/talkJailbreaks Will Always be Possible: https://arxiv.org/pdf/2304.11082.pdfhttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 02:12:30 -0000 full AI Explained Time for something different - a tour of ChatGPT getting things wrong, including a whole new category of errors that you might find illuminating, concerning or just entertaining. From investigating whether GPT 4 does indeed have theory of mind, to how easily it is jailbroken, to testing Inflection 1, Bard and Claude on the same puzzle that flummoxes ChatGPT to arguing that GPT 4 will just double down on bad logic, this video showcases GPT getting irrational.Inverse Scaling Paper: https://arxiv.org/pdf/2306.09479.pdfTheory of Mind Perturbations: https://arxiv.org/pdf/2302.08399.pdfUnfaithful Explanations: https://arxiv.org/pdf/2305.04388.pdfDecoding Trust: https://arxiv.org/pdf/2306.11698.pdfInflection Memo: https://inflection.ai/assets/Inflection-1.pdfHeypi from Inflection: https://heypi.com/talkJailbreaks Will Always be Possible: https://arxiv.org/pdf/2304.11082.pdfhttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Time for something different - a tour of ChatGPT getting things wrong, including a whole new category of errors that you might find illuminating, concerning or just entertaining.


From investigating whether GPT 4 does indeed have theory of mind, to how easily it is jailbroken, to testing Inflection 1, Bard and Claude on the same puzzle that flummoxes ChatGPT to arguing that GPT 4 will just double down on bad logic, this video showcases GPT getting irrational.


Inverse Scaling Paper: https://arxiv.org/pdf/2306.09479.pdf
Theory of Mind Perturbations: https://arxiv.org/pdf/2302.08399.pdf
Unfaithful Explanations: https://arxiv.org/pdf/2305.04388.pdf
Decoding Trust: https://arxiv.org/pdf/2306.11698.pdf
Inflection Memo: https://inflection.ai/assets/Inflection-1.pdf
Heypi from Inflection: https://heypi.com/talk
Jailbreaks Will Always be Possible: https://arxiv.org/pdf/2304.11082.pdf


https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 1432 no Alpha Everywhere: AlphaGeometry, AlphaCodium and the Future of LLMs Is AlphaGeometry a key step toward AGI? Even Deepmind's leaders can't seem to make their minds up. In this video, I'll give you the rundown of what AlphaGeometry is, what it means and what it doesn't meann. Plus I'll cover AlphaCodium, dropped open-source tonight seemingly out of nowhere, and causing a big stir for what it might mean for coders the world over. And I'll touch on what I foresee is the future of large languages models and their alliance with search. AI Insiders: https://www.patreon.com/AIExplainedAlphaGeometry: https://www.nature.com/articles/s41586-023-06747-5Deepmind Blog Post: https://deepmind.google/discover/blog/alphageometry-an-olympiad-level-ai-system-for-geometry/Shane Legg Tweet: https://twitter.com/ShaneLegg/status/1747670093348176140AlphaCodium Paper: https://arxiv.org/pdf/2401.08500.pdfAlpha Codium Blog: https://www.codium.ai/blog/alphacodium-state-of-the-art-code-generation-for-code-contests/Alpha Codium … Code: https://github.com/Codium-ai/AlphaCodiumAlphaCodium Tweets: https://twitter.com/karpathy/status/1748043513156272416https://twitter.com/svpino/status/1747971746047627682Twitter Math Kardashian: https://twitter.com/afterveil/status/1746168116546093291Hassabis New Tweet: https://twitter.com/demishassabis/status/1747669767270306256?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5EtweetAlphaGeometry NYT: https://www.nytimes.com/2024/01/17/science/ai-computers-mathematics-olympiad.htmlAIMO Prize: https://aimoprize.com/Metaculus IMO: https://www.metaculus.com/questions/6728/ai-wins-imo-gold-medal/Paul Christiano Lesswrong: https://www.lesswrong.com/posts/sWLLdG6DWJEy3CH7n/imo-challenge-bet-with-eliezerProfessor Rao, On the Planning Abilities of LLMS: https://arxiv.org/pdf/2305.15771.pdfEureka: HUMAN-LEVEL REWARD DESIGN VIA CODING LARGE LANGUAGE MODELS https://arxiv.org/pdf/2310.12931.pdfGoogle Offers Salary: https://www.theinformation.com/articles/googles-defense-against-openai-talent-grab-special-stock?utm_source=ti_app&rc=sy0ihqMathematics Will Fall First: https://twitter.com/francoisfleuret/status/1731096582932578653Samsung Galaxy S24 Gemini Ultra and Nano: https://blog.google/products/android/google-ai-samsung-galaxy-s24-/Lead Author Trieu Video: https://www.youtube.com/watch?v=TuZhU1CiC0kV100 to X100: https://pbs.twimg.com/media/FbkEJX1WYAAh8wv?format=png&name=small https://substackcdn.com/image/fetch/w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F486c51a2-195a-4d4a-ba7a-281140c9bf64_2208x1230.pngAI Explained Eureka: https://www.youtube.com/watch?v=RCRuiu-3VDUCheck out the amazing Donato Capitella: https://www.youtube.com/@donatocapitella Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 01:43:45 -0000 full AI Explained Is AlphaGeometry a key step toward AGI? Even Deepmind's leaders can't seem to make their minds up. In this video, I'll give you the rundown of what AlphaGeometry is, what it means and what it doesn't meann. Plus I'll cover AlphaCodium, dropped open-source tonight seemingly out of nowhere, and causing a big stir for what it might mean for coders the world over. And I'll touch on what I foresee is the future of large languages models and their alliance with search. AI Insiders: https://www.patreon.com/AIExplainedAlphaGeometry: https://www.nature.com/articles/s41586-023-06747-5Deepmind Blog Post: https://deepmind.google/discover/blog/alphageometry-an-olympiad-level-ai-system-for-geometry/Shane Legg Tweet: https://twitter.com/ShaneLegg/status/1747670093348176140AlphaCodium Paper: https://arxiv.org/pdf/2401.08500.pdfAlpha Codium Blog: https://www.codium.ai/blog/alphacodium-state-of-the-art-code-generation-for-code-contests/Alpha Codium … Code: https://github.com/Codium-ai/AlphaCodiumAlphaCodium Tweets: https://twitter.com/karpathy/status/1748043513156272416https://twitter.com/svpino/status/1747971746047627682Twitter Math Kardashian: https://twitter.com/afterveil/status/1746168116546093291Hassabis New Tweet: https://twitter.com/demishassabis/status/1747669767270306256?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5EtweetAlphaGeometry NYT: https://www.nytimes.com/2024/01/17/science/ai-computers-mathematics-olympiad.htmlAIMO Prize: https://aimoprize.com/Metaculus IMO: https://www.metaculus.com/questions/6728/ai-wins-imo-gold-medal/Paul Christiano Lesswrong: https://www.lesswrong.com/posts/sWLLdG6DWJEy3CH7n/imo-challenge-bet-with-eliezerProfessor Rao, On the Planning Abilities of LLMS: https://arxiv.org/pdf/2305.15771.pdfEureka: HUMAN-LEVEL REWARD DESIGN VIA CODING LARGE LANGUAGE MODELS https://arxiv.org/pdf/2310.12931.pdfGoogle Offers Salary: https://www.theinformation.com/articles/googles-defense-against-openai-talent-grab-special-stock?utm_source=ti_app&rc=sy0ihqMathematics Will Fall First: https://twitter.com/francoisfleuret/status/1731096582932578653Samsung Galaxy S24 Gemini Ultra and Nano: https://blog.google/products/android/google-ai-samsung-galaxy-s24-/Lead Author Trieu Video: https://www.youtube.com/watch?v=TuZhU1CiC0kV100 to X100: https://pbs.twimg.com/media/FbkEJX1WYAAh8wv?format=png&name=small https://substackcdn.com/image/fetch/w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F486c51a2-195a-4d4a-ba7a-281140c9bf64_2208x1230.pngAI Explained Eureka: https://www.youtube.com/watch?v=RCRuiu-3VDUCheck out the amazing Donato Capitella: https://www.youtube.com/@donatocapitella Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Is AlphaGeometry a key step toward AGI? Even Deepmind's leaders can't seem to make their minds up. In this video, I'll give you the rundown of what AlphaGeometry is, what it means and what it doesn't meann. Plus I'll cover AlphaCodium, dropped open-source tonight seemingly out of nowhere, and causing a big stir for what it might mean for coders the world over. And I'll touch on what I foresee is the future of large languages models and their alliance with search.

AI Insiders: https://www.patreon.com/AIExplained

AlphaGeometry: https://www.nature.com/articles/s41586-023-06747-5
Deepmind Blog Post: https://deepmind.google/discover/blog/alphageometry-an-olympiad-level-ai-system-for-geometry/

Shane Legg Tweet: https://twitter.com/ShaneLegg/status/1747670093348176140
AlphaCodium Paper: https://arxiv.org/pdf/2401.08500.pdf
Alpha Codium Blog: https://www.codium.ai/blog/alphacodium-state-of-the-art-code-generation-for-code-contests/
Alpha Codium … Code: https://github.com/Codium-ai/AlphaCodium
AlphaCodium Tweets: https://twitter.com/karpathy/status/1748043513156272416
https://twitter.com/svpino/status/1747971746047627682
Twitter Math Kardashian: https://twitter.com/afterveil/status/1746168116546093291
Hassabis New Tweet: https://twitter.com/demishassabis/status/1747669767270306256?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5Etweet
AlphaGeometry NYT: https://www.nytimes.com/2024/01/17/science/ai-computers-mathematics-olympiad.html
AIMO Prize: https://aimoprize.com/
Metaculus IMO: https://www.metaculus.com/questions/6728/ai-wins-imo-gold-medal/
Paul Christiano Lesswrong: https://www.lesswrong.com/posts/sWLLdG6DWJEy3CH7n/imo-challenge-bet-with-eliezer
Professor Rao, On the Planning Abilities of LLMS: https://arxiv.org/pdf/2305.15771.pdf
Eureka: HUMAN-LEVEL REWARD DESIGN VIA CODING LARGE LANGUAGE MODELS https://arxiv.org/pdf/2310.12931.pdf
Google Offers Salary: https://www.theinformation.com/articles/googles-defense-against-openai-talent-grab-special-stock?utm_source=ti_app&rc=sy0ihq
Mathematics Will Fall First: https://twitter.com/francoisfleuret/status/1731096582932578653
Samsung Galaxy S24 Gemini Ultra and Nano: https://blog.google/products/android/google-ai-samsung-galaxy-s24-/
Lead Author Trieu Video: https://www.youtube.com/watch?v=TuZhU1CiC0k
V100 to X100: https://pbs.twimg.com/media/FbkEJX1WYAAh8wv?format=png&name=small
https://substackcdn.com/image/fetch/w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F486c51a2-195a-4d4a-ba7a-281140c9bf64_2208x1230.png

AI Explained Eureka: https://www.youtube.com/watch?v=RCRuiu-3VDU

Check out the amazing Donato Capitella: https://www.youtube.com/@donatocapitella Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/

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]]> 1200 no 9 of the Best Bing (GPT 4) Prompts Everyone knows by now how to prompt ChatGPT, but what about Bing? Take prompt engineering to a whole new level with these 9 game-changing Bing Chat prompts. Did you know you can get interviewed by Bing, time travel, force Bing to improve its output and so much more? These are the best 9 prompts that I could find, after analysing over 200 prompts and trying out dozens of examples personally. You might call them prompt hacks, but I prefer to think of them as simply creative exploration of Bing's capacities.Some prompts inspired by this post:https://github.com/f/awesome-chatgpt-promptsAnd by https://twitter.com/emollickhttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 01:43:45 -0000 full AI Explained Everyone knows by now how to prompt ChatGPT, but what about Bing? Take prompt engineering to a whole new level with these 9 game-changing Bing Chat prompts. Did you know you can get interviewed by Bing, time travel, force Bing to improve its output and so much more? These are the best 9 prompts that I could find, after analysing over 200 prompts and trying out dozens of examples personally. You might call them prompt hacks, but I prefer to think of them as simply creative exploration of Bing's capacities.Some prompts inspired by this post:https://github.com/f/awesome-chatgpt-promptsAnd by https://twitter.com/emollickhttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Everyone knows by now how to prompt ChatGPT, but what about Bing? Take prompt engineering to a whole new level with these 9 game-changing Bing Chat prompts. Did you know you can get interviewed by Bing, time travel, force Bing to improve its output and so much more? These are the best 9 prompts that I could find, after analysing over 200 prompts and trying out dozens of examples personally. You might call them prompt hacks, but I prefer to think of them as simply creative exploration of Bing's capacities.

Some prompts inspired by this post:
https://github.com/f/awesome-chatgpt-prompts

And by https://twitter.com/emollick

https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/

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]]> 1138 no AGI: (gets close), Humans: ‘Who Gets to Own it?’ A 'frontier reasoning model' from just 1000 examples (s1). A $100B Musk bid for power. Gemini 2, Rand and warning from Amodei. Here’s 7 developments you may have missed but which I would argue help us understand how the next few years will play out. From labour vs capital to automating rival companies and countries, and from non-profit shenanigans to new mini-docs, there was just too much for me not to make a vid.GiveWell: https://www.givewell.org/charities/top-charitiesAI Insiders ($9!): https://www.patreon.com/AIExplaineds1 Paper: https://arxiv.org/pdf/2501.19393Musk Bid: https://www.wsj.com/tech/ai/musks-97-4-billion-openai-bid-piles-pressure-on-altman-f6749e6c?mod=hp_lead_pos1Altman Reply: https://x.com/sama/status/1889059531625464090?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5EtweetGoogle vs OpenAI: https://x.com/sama/status/1888703820596977684RAND Study: https://www.rand.org/pubs/perspectives/PEA3691-4.htmlDev Meetup: https://x.com/btibor91/status/1888976302621040852Altman $100 Trillion: https://www.nytimes.com/2023/03/31/technology/sam-altman-open-ai-chatgpt.htmlKarpathy Vid: https://www.youtube.com/watch?v=7xTGNNLPyMIAmodei Warning: https://www.anthropic.com/news/paris-ai-summitBengio Source: https://www.youtube.com/watch?v=6HDjVncL5GoChapters:00:00 - Intro01:37 - AGI Inches Closer04:26 - ‘Super-Exponential’05:58 - Musk Bid07:34 - Luxury Goods and Land09:05 - ‘Benefits All Humanity’12:52 - ‘National Security’14:21 - s120:33 - Final thoughtsNon-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 01:15:00 -0000 full AI Explained A 'frontier reasoning model' from just 1000 examples (s1). A $100B Musk bid for power. Gemini 2, Rand and warning from Amodei. Here’s 7 developments you may have missed but which I would argue help us understand how the next few years will play out. From labour vs capital to automating rival companies and countries, and from non-profit shenanigans to new mini-docs, there was just too much for me not to make a vid.GiveWell: https://www.givewell.org/charities/top-charitiesAI Insiders ($9!): https://www.patreon.com/AIExplaineds1 Paper: https://arxiv.org/pdf/2501.19393Musk Bid: https://www.wsj.com/tech/ai/musks-97-4-billion-openai-bid-piles-pressure-on-altman-f6749e6c?mod=hp_lead_pos1Altman Reply: https://x.com/sama/status/1889059531625464090?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5EtweetGoogle vs OpenAI: https://x.com/sama/status/1888703820596977684RAND Study: https://www.rand.org/pubs/perspectives/PEA3691-4.htmlDev Meetup: https://x.com/btibor91/status/1888976302621040852Altman $100 Trillion: https://www.nytimes.com/2023/03/31/technology/sam-altman-open-ai-chatgpt.htmlKarpathy Vid: https://www.youtube.com/watch?v=7xTGNNLPyMIAmodei Warning: https://www.anthropic.com/news/paris-ai-summitBengio Source: https://www.youtube.com/watch?v=6HDjVncL5GoChapters:00:00 - Intro01:37 - AGI Inches Closer04:26 - ‘Super-Exponential’05:58 - Musk Bid07:34 - Luxury Goods and Land09:05 - ‘Benefits All Humanity’12:52 - ‘National Security’14:21 - s120:33 - Final thoughtsNon-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices A 'frontier reasoning model' from just 1000 examples (s1). A $100B Musk bid for power. Gemini 2, Rand and warning from Amodei. Here’s 7 developments you may have missed but which I would argue help us understand how the next few years will play out. From labour vs capital to automating rival companies and countries, and from non-profit shenanigans to new mini-docs, there was just too much for me not to make a vid.

GiveWell: https://www.givewell.org/charities/top-charities

AI Insiders ($9!): https://www.patreon.com/AIExplained

s1 Paper: https://arxiv.org/pdf/2501.19393
Musk Bid: https://www.wsj.com/tech/ai/musks-97-4-billion-openai-bid-piles-pressure-on-altman-f6749e6c?mod=hp_lead_pos1
Altman Reply: https://x.com/sama/status/1889059531625464090?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5Etweet
Google vs OpenAI: https://x.com/sama/status/1888703820596977684
RAND Study: https://www.rand.org/pubs/perspectives/PEA3691-4.html
Dev Meetup: https://x.com/btibor91/status/1888976302621040852
Altman $100 Trillion: https://www.nytimes.com/2023/03/31/technology/sam-altman-open-ai-chatgpt.html
Karpathy Vid: https://www.youtube.com/watch?v=7xTGNNLPyMI
Amodei Warning: https://www.anthropic.com/news/paris-ai-summit
Bengio Source: https://www.youtube.com/watch?v=6HDjVncL5Go

Chapters:
00:00 - Intro
01:37 - AGI Inches Closer
04:26 - ‘Super-Exponential’
05:58 - Musk Bid
07:34 - Luxury Goods and Land
09:05 - ‘Benefits All Humanity’
12:52 - ‘National Security’
14:21 - s1
20:33 - Final thoughts


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Podcast: https://aiexplainedopodcast.buzzsprout.com/

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]]> 1772 no Deadline Day for Autonomous AI Weapons and Mass Surveillance Will Anthropic be forced to make a version of Claude for war? And does a new paper expose the risks of Claude agents, in both OpenClaw and the field of war? Plus, 5 more twists in the story of the Pentagon versus Anthropic + some AI lab employees, and a petition that could change everything, or nothing...Check out my fast-growing (!) app, free to use, and code INSIDER15 for paid tiers: https://lmcouncil.aiAI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction00:44 - Deadline Day + Petition02:42 - Twist 1: Existing Deal03:26 - Twist 2: Existing Policy04:21 - Twist 3: Twin Threats05:54 - Twist 4: Interesting Objections11:32 - Twist 5: Anthropic’s Dropped PolicyDario Statement: https://www.anthropic.com/news/statement-department-of-warGoogle/OpenAI Petition: https://notdivided.org/Axios on Amodei Rejection: https://www.axios.com/2026/02/26/anthropic-rejects-pentagon-ai-termsFT on US Threat: https://www.ft.com/content/11d27612-d6c5-4cf7-94dd-f65603549b7fPolitico on Latest: https://archive.ph/20260227013117/https://www.politico.com/news/2026/02/26/incoherent-hegseths-anthropic-ultimatum-confounds-ai-policymakers-00800135The Verge on Current Deal: https://www.theverge.com/ai-artificial-intelligence/883456/anthropic-pentagon-department-of-defense-negotiationsAnthropic RSP change: https://www.anthropic.com/news/responsible-scaling-policy-v3Time Magazine on RSP: https://time.com/7380854/exclusive-anthropic-drops-flagship-safety-pledge/Agent of Chaos Paper: https://x.com/NatalieShapira/status/2026062499599319526AI Agent Reliability Paper: https://arxiv.org/pdf/2602.16666My Patreon Video: https://www.patreon.com/posts/real-mystery-ai-151647211Patreon Documentary: https://www.patreon.com/posts/our-new-age-of-133960279 Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 01:15:00 -0000 full AI Explained Will Anthropic be forced to make a version of Claude for war? And does a new paper expose the risks of Claude agents, in both OpenClaw and the field of war? Plus, 5 more twists in the story of the Pentagon versus Anthropic + some AI lab employees, and a petition that could change everything, or nothing...Check out my fast-growing (!) app, free to use, and code INSIDER15 for paid tiers: https://lmcouncil.aiAI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction00:44 - Deadline Day + Petition02:42 - Twist 1: Existing Deal03:26 - Twist 2: Existing Policy04:21 - Twist 3: Twin Threats05:54 - Twist 4: Interesting Objections11:32 - Twist 5: Anthropic’s Dropped PolicyDario Statement: https://www.anthropic.com/news/statement-department-of-warGoogle/OpenAI Petition: https://notdivided.org/Axios on Amodei Rejection: https://www.axios.com/2026/02/26/anthropic-rejects-pentagon-ai-termsFT on US Threat: https://www.ft.com/content/11d27612-d6c5-4cf7-94dd-f65603549b7fPolitico on Latest: https://archive.ph/20260227013117/https://www.politico.com/news/2026/02/26/incoherent-hegseths-anthropic-ultimatum-confounds-ai-policymakers-00800135The Verge on Current Deal: https://www.theverge.com/ai-artificial-intelligence/883456/anthropic-pentagon-department-of-defense-negotiationsAnthropic RSP change: https://www.anthropic.com/news/responsible-scaling-policy-v3Time Magazine on RSP: https://time.com/7380854/exclusive-anthropic-drops-flagship-safety-pledge/Agent of Chaos Paper: https://x.com/NatalieShapira/status/2026062499599319526AI Agent Reliability Paper: https://arxiv.org/pdf/2602.16666My Patreon Video: https://www.patreon.com/posts/real-mystery-ai-151647211Patreon Documentary: https://www.patreon.com/posts/our-new-age-of-133960279 Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Will Anthropic be forced to make a version of Claude for war? And does a new paper expose the risks of Claude agents, in both OpenClaw and the field of war? Plus, 5 more twists in the story of the Pentagon versus Anthropic + some AI lab employees, and a petition that could change everything, or nothing...


Check out my fast-growing (!) app, free to use, and code INSIDER15 for paid tiers: https://lmcouncil.ai

AI Insiders ($9!): https://www.patreon.com/AIExplained

Chapters:
00:00 - Introduction
00:44 - Deadline Day + Petition
02:42 - Twist 1: Existing Deal
03:26 - Twist 2: Existing Policy
04:21 - Twist 3: Twin Threats
05:54 - Twist 4: Interesting Objections
11:32 - Twist 5: Anthropic’s Dropped Policy


Dario Statement: https://www.anthropic.com/news/statement-department-of-war

Google/OpenAI Petition: https://notdivided.org/

Axios on Amodei Rejection: https://www.axios.com/2026/02/26/anthropic-rejects-pentagon-ai-terms

FT on US Threat: https://www.ft.com/content/11d27612-d6c5-4cf7-94dd-f65603549b7f

Politico on Latest: https://archive.ph/20260227013117/https://www.politico.com/news/2026/02/26/incoherent-hegseths-anthropic-ultimatum-confounds-ai-policymakers-00800135

The Verge on Current Deal: https://www.theverge.com/ai-artificial-intelligence/883456/anthropic-pentagon-department-of-defense-negotiations

Anthropic RSP change: https://www.anthropic.com/news/responsible-scaling-policy-v3

Time Magazine on RSP: https://time.com/7380854/exclusive-anthropic-drops-flagship-safety-pledge/

Agent of Chaos Paper: https://x.com/NatalieShapira/status/2026062499599319526

AI Agent Reliability Paper: https://arxiv.org/pdf/2602.16666

My Patreon Video: https://www.patreon.com/posts/real-mystery-ai-151647211

Patreon Documentary: https://www.patreon.com/posts/our-new-age-of-133960279



Non-hype Newsletter: https://signaltonoise.beehiiv.com/

Podcast: https://aiexplainedopodcast.buzzsprout.com/

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]]> 1134 no Hassabis, Altman and AGI Labs Unite - AI Extinction Risk Statement [ft. Sutskever, Hinton + Voyager] The leaders of almost all of the world's top AGI Labs have united to put out a statement on AI Extinction Risk, and how mitigating it should be a global priority. This video covers not just the statement and the signatories, including names as diverse as Geoffrey Hinton, Ilya Sutskever, Sam Harris and Lex Fridman, but also goes deeper into the 8 Examples of AI Risk outlined at the same time by the Center for AI Safety.Top academics from China join in, while Meta demurs, claiming autoregressive LLMs will 'never be given agency'. I briefly cover the Voyager paper, in which GPT 4 is given agency to play Minecraft, and does so at SOTA levels. Statement: https://www.safe.ai/statement-on-ai-riskNatural Selection Paper: https://arxiv.org/pdf/2303.16200.pdfYann LeCun on 20VC w/ Harry Stebbings: https://www.youtube.com/watch?v=OgWaowYiBPMVoyager Agency Paper: https://arxiv.org/pdf/2305.16291.pdfKarpathy Tweet: https://twitter.com/karpathy/status/1663392621690249218Hassabis Benefit Speech: https://www.youtube.com/watch?v=KHFmIknP_HcStanislav Petrov: https://en.wikipedia.org/wiki/Stanislav_PetrovBengio Blog: https://yoshuabengio.org/2023/05/07/ai-scientists-safe-and-useful-ai/https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 00:46:15 -0000 full AI Explained The leaders of almost all of the world's top AGI Labs have united to put out a statement on AI Extinction Risk, and how mitigating it should be a global priority. This video covers not just the statement and the signatories, including names as diverse as Geoffrey Hinton, Ilya Sutskever, Sam Harris and Lex Fridman, but also goes deeper into the 8 Examples of AI Risk outlined at the same time by the Center for AI Safety.Top academics from China join in, while Meta demurs, claiming autoregressive LLMs will 'never be given agency'. I briefly cover the Voyager paper, in which GPT 4 is given agency to play Minecraft, and does so at SOTA levels. Statement: https://www.safe.ai/statement-on-ai-riskNatural Selection Paper: https://arxiv.org/pdf/2303.16200.pdfYann LeCun on 20VC w/ Harry Stebbings: https://www.youtube.com/watch?v=OgWaowYiBPMVoyager Agency Paper: https://arxiv.org/pdf/2305.16291.pdfKarpathy Tweet: https://twitter.com/karpathy/status/1663392621690249218Hassabis Benefit Speech: https://www.youtube.com/watch?v=KHFmIknP_HcStanislav Petrov: https://en.wikipedia.org/wiki/Stanislav_PetrovBengio Blog: https://yoshuabengio.org/2023/05/07/ai-scientists-safe-and-useful-ai/https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices The leaders of almost all of the world's top AGI Labs have united to put out a statement on AI Extinction Risk, and how mitigating it should be a global priority. This video covers not just the statement and the signatories, including names as diverse as Geoffrey Hinton, Ilya Sutskever, Sam Harris and Lex Fridman, but also goes deeper into the 8 Examples of AI Risk outlined at the same time by the Center for AI Safety.

Top academics from China join in, while Meta demurs, claiming autoregressive LLMs will 'never be given agency'. I briefly cover the Voyager paper, in which GPT 4 is given agency to play Minecraft, and does so at SOTA levels.

Statement: https://www.safe.ai/statement-on-ai-risk
Natural Selection Paper: https://arxiv.org/pdf/2303.16200.pdf
Yann LeCun on 20VC w/ Harry Stebbings: https://www.youtube.com/watch?v=OgWaowYiBPM
Voyager Agency Paper: https://arxiv.org/pdf/2305.16291.pdf
Karpathy Tweet: https://twitter.com/karpathy/status/1663392621690249218
Hassabis Benefit Speech: https://www.youtube.com/watch?v=KHFmIknP_Hc
Stanislav Petrov: https://en.wikipedia.org/wiki/Stanislav_Petrov
Bengio Blog: https://yoshuabengio.org/2023/05/07/ai-scientists-safe-and-useful-ai/

https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/

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]]> 1146 no Llama 2: Full Breakdown Meta have released Llama 2, their commercially-usable successor to the opensource Llama language model that spawned Alpaca, Vicuna, Orca and so many other models. I read the full 76 page technical paper, the Responsible Use Guide, each of the release pages, the terms and conditions and have also run many of my own experiments on HuggingFace. This video covers the most noteworthy bits, including:- The benchmark results vs other open-source models and GPT 3.5 and GPT 4. - The decision to release in the face of the US Senate- Why Zuckerberg opensourced Llama 2, including the Mistral AI Factor- The opensource signatory list- How Orca and Phi-1 compare- Why Llama 2 might soon be everywhereLlama 2 Release & Download: https://ai.meta.com/resources/models-and-libraries/llama/Llama 2 Technical Paper: https://scontent-man2-1.xx.fbcdn.net/v/t39.2365-6/10000000_6495670187160042_4742060979571156424_n.pdf?_nc_cat=104&ccb=1-7&_nc_sid=3c67a6&_nc_ohc=GK8Rh1tm_4IAX-m2jNJ&_nc_ht=scontent-man2-1.xx&oh=00_AfCu5KuIzANjp_1LZ-rGcXGJR6TL9JvoZHgKOgl41cCCCw&oe=64BBD830Llama 2 Demo: https://huggingface.co/blog/llama2#demoTs and Cs: https://ai.meta.com/resources/models-and-libraries/llama-downloads/Responsible Use Guide: https://scontent-sjc3-1.xx.fbcdn.net/v/t39.8562-6/361643215_1004219997281331_6332933766797859993_n.pdf?_nc_cat=111&ccb=1-7&_nc_sid=ae5e01&_nc_ohc=4bD2ixIWrlEAX9z_dvZ&_nc_ht=scontent-sjc3-1.xx&oh=00_AfBBl2AGeJzsQOpLEjO849AHIZ1P1MY68TTXBwcMwrybtQ&oe=64BB0C07Open Source Signatories: https://about.fb.com/news/2023/07/llama-2-statement-of-support/SIQA: https://arxiv.org/pdf/1904.09728.pdfBoolQ: https://arxiv.org/pdf/1905.10044.pdfOrca Paper: https://arxiv.org/pdf/2306.02707.pdf(my video on Orca): https://www.youtube.com/watch?v=Dt_UNg7Mchg&t=842sPHI-1: https://arxiv.org/pdf/2306.11644.pdf(my video on Phi-1): https://www.youtube.com/watch?v=7S68y6huEpUUS Senate Letter: https://www.hawley.senate.gov/hawley-and-blumenthal-demand-answers-meta-warn-misuse-after-leak-metas-ai-modelMark Zuckerberg on Lex Fridman: https://www.youtube.com/watch?v=Ff4fRgnuFgQ&t=8710sMistral Tweet: https://twitter.com/GuillaumeLample/status/1681346701766934543And Memo: https://drive.google.com/file/d/1gquqRqiT-2Be85p_5w0izGQGgHvVzncQ/view+ Yi Tay: https://twitter.com/YiTayML/status/1681352594416087040Qualcomm: https://twitter.com/nonmayorpete/status/1681384734910484480?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5EtweetDr Jim Fam: https://twitter.com/DrJimFan/status/1681372700881854465MIT Leak: https://www.technologyreview.com/2023/07/18/1076479/metas-latest-ai-model-is-free-for-all/https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 00:46:15 -0000 full AI Explained Meta have released Llama 2, their commercially-usable successor to the opensource Llama language model that spawned Alpaca, Vicuna, Orca and so many other models. I read the full 76 page technical paper, the Responsible Use Guide, each of the release pages, the terms and conditions and have also run many of my own experiments on HuggingFace. This video covers the most noteworthy bits, including:- The benchmark results vs other open-source models and GPT 3.5 and GPT 4. - The decision to release in the face of the US Senate- Why Zuckerberg opensourced Llama 2, including the Mistral AI Factor- The opensource signatory list- How Orca and Phi-1 compare- Why Llama 2 might soon be everywhereLlama 2 Release & Download: https://ai.meta.com/resources/models-and-libraries/llama/Llama 2 Technical Paper: https://scontent-man2-1.xx.fbcdn.net/v/t39.2365-6/10000000_6495670187160042_4742060979571156424_n.pdf?_nc_cat=104&ccb=1-7&_nc_sid=3c67a6&_nc_ohc=GK8Rh1tm_4IAX-m2jNJ&_nc_ht=scontent-man2-1.xx&oh=00_AfCu5KuIzANjp_1LZ-rGcXGJR6TL9JvoZHgKOgl41cCCCw&oe=64BBD830Llama 2 Demo: https://huggingface.co/blog/llama2#demoTs and Cs: https://ai.meta.com/resources/models-and-libraries/llama-downloads/Responsible Use Guide: https://scontent-sjc3-1.xx.fbcdn.net/v/t39.8562-6/361643215_1004219997281331_6332933766797859993_n.pdf?_nc_cat=111&ccb=1-7&_nc_sid=ae5e01&_nc_ohc=4bD2ixIWrlEAX9z_dvZ&_nc_ht=scontent-sjc3-1.xx&oh=00_AfBBl2AGeJzsQOpLEjO849AHIZ1P1MY68TTXBwcMwrybtQ&oe=64BB0C07Open Source Signatories: https://about.fb.com/news/2023/07/llama-2-statement-of-support/SIQA: https://arxiv.org/pdf/1904.09728.pdfBoolQ: https://arxiv.org/pdf/1905.10044.pdfOrca Paper: https://arxiv.org/pdf/2306.02707.pdf(my video on Orca): https://www.youtube.com/watch?v=Dt_UNg7Mchg&t=842sPHI-1: https://arxiv.org/pdf/2306.11644.pdf(my video on Phi-1): https://www.youtube.com/watch?v=7S68y6huEpUUS Senate Letter: https://www.hawley.senate.gov/hawley-and-blumenthal-demand-answers-meta-warn-misuse-after-leak-metas-ai-modelMark Zuckerberg on Lex Fridman: https://www.youtube.com/watch?v=Ff4fRgnuFgQ&t=8710sMistral Tweet: https://twitter.com/GuillaumeLample/status/1681346701766934543And Memo: https://drive.google.com/file/d/1gquqRqiT-2Be85p_5w0izGQGgHvVzncQ/view+ Yi Tay: https://twitter.com/YiTayML/status/1681352594416087040Qualcomm: https://twitter.com/nonmayorpete/status/1681384734910484480?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5EtweetDr Jim Fam: https://twitter.com/DrJimFan/status/1681372700881854465MIT Leak: https://www.technologyreview.com/2023/07/18/1076479/metas-latest-ai-model-is-free-for-all/https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Meta have released Llama 2, their commercially-usable successor to the opensource Llama language model that spawned Alpaca, Vicuna, Orca and so many other models. I read the full 76 page technical paper, the Responsible Use Guide, each of the release pages, the terms and conditions and have also run many of my own experiments on HuggingFace. This video covers the most noteworthy bits, including:

- The benchmark results vs other open-source models and GPT 3.5 and GPT 4.
- The decision to release in the face of the US Senate
- Why Zuckerberg opensourced Llama 2, including the Mistral AI Factor
- The opensource signatory list
- How Orca and Phi-1 compare
- Why Llama 2 might soon be everywhere

Llama 2 Release & Download: https://ai.meta.com/resources/models-and-libraries/llama/
Llama 2 Technical Paper: https://scontent-man2-1.xx.fbcdn.net/v/t39.2365-6/10000000_6495670187160042_4742060979571156424_n.pdf?_nc_cat=104&ccb=1-7&_nc_sid=3c67a6&_nc_ohc=GK8Rh1tm_4IAX-m2jNJ&_nc_ht=scontent-man2-1.xx&oh=00_AfCu5KuIzANjp_1LZ-rGcXGJR6TL9JvoZHgKOgl41cCCCw&oe=64BBD830
Llama 2 Demo: https://huggingface.co/blog/llama2#demo
Ts and Cs: https://ai.meta.com/resources/models-and-libraries/llama-downloads/
Responsible Use Guide: https://scontent-sjc3-1.xx.fbcdn.net/v/t39.8562-6/361643215_1004219997281331_6332933766797859993_n.pdf?_nc_cat=111&ccb=1-7&_nc_sid=ae5e01&_nc_ohc=4bD2ixIWrlEAX9z_dvZ&_nc_ht=scontent-sjc3-1.xx&oh=00_AfBBl2AGeJzsQOpLEjO849AHIZ1P1MY68TTXBwcMwrybtQ&oe=64BB0C07
Open Source Signatories: https://about.fb.com/news/2023/07/llama-2-statement-of-support/
SIQA: https://arxiv.org/pdf/1904.09728.pdf
BoolQ: https://arxiv.org/pdf/1905.10044.pdf
Orca Paper: https://arxiv.org/pdf/2306.02707.pdf
(my video on Orca): https://www.youtube.com/watch?v=Dt_UNg7Mchg&t=842s
PHI-1: https://arxiv.org/pdf/2306.11644.pdf
(my video on Phi-1): https://www.youtube.com/watch?v=7S68y6huEpU
US Senate Letter: https://www.hawley.senate.gov/hawley-and-blumenthal-demand-answers-meta-warn-misuse-after-leak-metas-ai-model
Mark Zuckerberg on Lex Fridman: https://www.youtube.com/watch?v=Ff4fRgnuFgQ&t=8710s
Mistral Tweet: https://twitter.com/GuillaumeLample/status/1681346701766934543
And Memo: https://drive.google.com/file/d/1gquqRqiT-2Be85p_5w0izGQGgHvVzncQ/view
+ Yi Tay: https://twitter.com/YiTayML/status/1681352594416087040
Qualcomm: https://twitter.com/nonmayorpete/status/1681384734910484480?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5Etweet
Dr Jim Fam: https://twitter.com/DrJimFan/status/1681372700881854465
MIT Leak: https://www.technologyreview.com/2023/07/18/1076479/metas-latest-ai-model-is-free-for-all/

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]]> 1323 no Can GPT 4 Prompt Itself? MemoryGPT, AutoGPT, Jarvis, Claude-Next [10x GPT 4!] and more... Can GPT 4 Prompt itself? Give it a mission and it will come up with the prompts. This video showcases the rise of autonomous AI, including 5 major developments in the last 48 hours. Starting with the OG Auto-GPT, we see how it quickly gain text-to-speech, coding and more. Karpathy weighs in and then we see how you can now create an app with just your voice, with a Jarvis demo and another route via Imagica.AI. I then showcase MemoryGPT, a brand new model that can permanently store previous conversations and remembers topics the next time you ask.I also cover the concerningly rise of models such as ChaosGPT that show how people will create malicious goal-seeking models just for fun. The video shows how you can now create a shareable bot on poe.com, with any personality you like (images were from Midjourney v5) and what Anthropic are working on with Claude Next [plus Nvidia million x quote].You'll see how Microsoft Jarvis, using HuggingGPT, is hit and miss, and how Sebastien Bubeck shows we are not even seeing the raw potential of GPT 4. I end with a disagreement between Yudkowsky and Altman, via Baby AGI, on whether we can use AGI to align AGI.Illustration by Eva Bee: https://www.instagram.com/evabee_draws/?hl=enAuto-GPT: https://github.com/Torantulino/Auto-GPTWith Coding: https://twitter.com/SigGravitas/status/1642181498278408193With Text-to-speech: https://twitter.com/RokStrnisa/status/1643308753331036165Karpathy Thoughts: https://twitter.com/karpathy/status/1642607620673634304Mckay Wrigley: https://mobile.twitter.com/mckaywrigley/status/1644034309253394433Imagica.AI: https://www.imagica.ai/MemoryGPT: https://twitter.com/rikvk01/status/1644787327057776645Create a Bot: https://poe.com/TechCrunch: https://techcrunch.com/2023/04/06/anthropics-5b-4-year-plan-to-take-on-openai/Nvidia: https://www.fool.com/earnings/call-transcripts/2023/02/22/nvidia-nvda-q4-2023-earnings-call-transcript/HuggingFace Demo: https://huggingface.co/spaces/microsoft/HuggingGPT{Get the openai api key from https://platform.openai.com/account/api-keys and huggingface token from https://huggingface.co/docs/hub/security-tokens, (make sure to select 'write'). Press submit on the keys first and remember to use a smallish image.Recursive Agent: https://twitter.com/DeveloperHarris/status/1643080752698130432Bubeck: https://www.youtube.com/watch?v=qbIk7-JPB2cBaby AGI and Yudkowsky: https://twitter.com/ESYudkowsky/status/1640511156254289926Altman First Quote: https://www.youtube.com/watch?v=tPJIpx3KscYAnd 2nd: https://www.youtube.com/watch?v=WHoWGNQRXb0Chaos GPT: https://www.youtube.com/watch?v=g7YJIpkk7KMhttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 00:17:30 -0000 full AI Explained Can GPT 4 Prompt itself? Give it a mission and it will come up with the prompts. This video showcases the rise of autonomous AI, including 5 major developments in the last 48 hours. Starting with the OG Auto-GPT, we see how it quickly gain text-to-speech, coding and more. Karpathy weighs in and then we see how you can now create an app with just your voice, with a Jarvis demo and another route via Imagica.AI. I then showcase MemoryGPT, a brand new model that can permanently store previous conversations and remembers topics the next time you ask.I also cover the concerningly rise of models such as ChaosGPT that show how people will create malicious goal-seeking models just for fun. The video shows how you can now create a shareable bot on poe.com, with any personality you like (images were from Midjourney v5) and what Anthropic are working on with Claude Next [plus Nvidia million x quote].You'll see how Microsoft Jarvis, using HuggingGPT, is hit and miss, and how Sebastien Bubeck shows we are not even seeing the raw potential of GPT 4. I end with a disagreement between Yudkowsky and Altman, via Baby AGI, on whether we can use AGI to align AGI.Illustration by Eva Bee: https://www.instagram.com/evabee_draws/?hl=enAuto-GPT: https://github.com/Torantulino/Auto-GPTWith Coding: https://twitter.com/SigGravitas/status/1642181498278408193With Text-to-speech: https://twitter.com/RokStrnisa/status/1643308753331036165Karpathy Thoughts: https://twitter.com/karpathy/status/1642607620673634304Mckay Wrigley: https://mobile.twitter.com/mckaywrigley/status/1644034309253394433Imagica.AI: https://www.imagica.ai/MemoryGPT: https://twitter.com/rikvk01/status/1644787327057776645Create a Bot: https://poe.com/TechCrunch: https://techcrunch.com/2023/04/06/anthropics-5b-4-year-plan-to-take-on-openai/Nvidia: https://www.fool.com/earnings/call-transcripts/2023/02/22/nvidia-nvda-q4-2023-earnings-call-transcript/HuggingFace Demo: https://huggingface.co/spaces/microsoft/HuggingGPT{Get the openai api key from https://platform.openai.com/account/api-keys and huggingface token from https://huggingface.co/docs/hub/security-tokens, (make sure to select 'write'). Press submit on the keys first and remember to use a smallish image.Recursive Agent: https://twitter.com/DeveloperHarris/status/1643080752698130432Bubeck: https://www.youtube.com/watch?v=qbIk7-JPB2cBaby AGI and Yudkowsky: https://twitter.com/ESYudkowsky/status/1640511156254289926Altman First Quote: https://www.youtube.com/watch?v=tPJIpx3KscYAnd 2nd: https://www.youtube.com/watch?v=WHoWGNQRXb0Chaos GPT: https://www.youtube.com/watch?v=g7YJIpkk7KMhttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Can GPT 4 Prompt itself? Give it a mission and it will come up with the prompts. This video showcases the rise of autonomous AI, including 5 major developments in the last 48 hours.

Starting with the OG Auto-GPT, we see how it quickly gain text-to-speech, coding and more. Karpathy weighs in and then we see how you can now create an app with just your voice, with a Jarvis demo and another route via Imagica.AI.

I then showcase MemoryGPT, a brand new model that can permanently store previous conversations and remembers topics the next time you ask.
I also cover the concerningly rise of models such as ChaosGPT that show how people will create malicious goal-seeking models just for fun.

The video shows how you can now create a shareable bot on poe.com, with any personality you like (images were from Midjourney v5) and what Anthropic are working on with Claude Next [plus Nvidia million x quote].

You'll see how Microsoft Jarvis, using HuggingGPT, is hit and miss, and how Sebastien Bubeck shows we are not even seeing the raw potential of GPT 4. I end with a disagreement between Yudkowsky and Altman, via Baby AGI, on whether we can use AGI to align AGI.

Illustration by Eva Bee: https://www.instagram.com/evabee_draws/?hl=en
Auto-GPT: https://github.com/Torantulino/Auto-GPT
With Coding: https://twitter.com/SigGravitas/status/1642181498278408193
With Text-to-speech: https://twitter.com/RokStrnisa/status/1643308753331036165
Karpathy Thoughts: https://twitter.com/karpathy/status/1642607620673634304
Mckay Wrigley: https://mobile.twitter.com/mckaywrigley/status/1644034309253394433
Imagica.AI: https://www.imagica.ai/
MemoryGPT: https://twitter.com/rikvk01/status/1644787327057776645
Create a Bot: https://poe.com/
TechCrunch: https://techcrunch.com/2023/04/06/anthropics-5b-4-year-plan-to-take-on-openai/
Nvidia: https://www.fool.com/earnings/call-transcripts/2023/02/22/nvidia-nvda-q4-2023-earnings-call-transcript/
HuggingFace Demo: https://huggingface.co/spaces/microsoft/HuggingGPT
{Get the openai api key from https://platform.openai.com/account/api-keys and huggingface token from https://huggingface.co/docs/hub/security-tokens, (make sure to select 'write'). Press submit on the keys first and remember to use a smallish image.
Recursive Agent: https://twitter.com/DeveloperHarris/status/1643080752698130432
Bubeck: https://www.youtube.com/watch?v=qbIk7-JPB2c
Baby AGI and Yudkowsky: https://twitter.com/ESYudkowsky/status/1640511156254289926
Altman First Quote: https://www.youtube.com/watch?v=tPJIpx3KscY
And 2nd: https://www.youtube.com/watch?v=WHoWGNQRXb0
Chaos GPT: https://www.youtube.com/watch?v=g7YJIpkk7KM

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]]> 1093 no GPT-6 Goes Rogue? The HuggingFace Incident, Sans Hype An unreleased internal OpenAI model, very likely to be called GPT-6, was able to autonomously break out of its sandbox AND break into HuggingFace, just to score higher on a benchmark prompt. This video has the details you may have missed, a layperson analogy, whether this is truly novel, and more…Dozens more Exclusive videos on Patreon ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction01:17 - HuggingFace Earlier Report - the possible week gap02:24 - But what happened?05:45 - Simplified Version07:56 - Not the first time…10:54 - What Does it Mean for Open Source?The Incident: https://openai.com/index/hugging-face-model-evaluation-security-incident/https://huggingface.co/blog/security-incident-july-2026The Post the Day Before: https://openai.com/index/safety-alignment-long-horizon-models/Mythos’ Earlier Escape: https://futurism.com/artificial-intelligence/anthropic-claude-mythos-escaped-sandboxExploitGym: https://arxiv.org/pdf/2605.11086Sam Confession: https://x.com/sama/status/2079661132302995790Anthropic Researcher Reacts: https://x.com/Mononofu/status/2079724399452926055Clem (HuggingFace CEO): https://x.com/ClementDelangue/status/2079670308156645882https://x.com/ClementDelangue/status/2079301434357456931Xi Jinping: https://archive.fo/20260717195548/https://www.businessinsider.com/xi-jinping-open-source-ai-us-competition-openai-anthropic-models-2026-7Bans: https://www.axios.com/2026/07/20/ai-us-china-open-source-kimiQwen Retweet: https://x.com/AlibabaGroup/with_repliesCodex Growth: https://x.com/petergostev/status/2079614914398740764/photo/1 Kimi K3: https://artificialanalysis.ai/evaluations/harvey-lab-aa?eval-score=all-pass-rateGPT 5.6 Sol Cheats on METR: https://metr.substack.com/p/2026-06-26-gpt-5-6-solGuardian Headline: https://www.theguardian.com/technology/2026/jul/22/openai-says-its-models-went-rogue-and-hacked-startup-in-unprecedented-incidentRussian Origin?: https://news.ycombinator.com/item?id=48998362Power Trends: https://pbs.twimg.com/media/HNRtrjhagAAvBN_?format=png&name=900x900Kimi K3 Exclusive Video: https://www.patreon.com/AIExplained/posts/kimi-moment-kimi-164108791Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Sat, 31 Oct 2026 00:17:30 -0000 full AI Explained An unreleased internal OpenAI model, very likely to be called GPT-6, was able to autonomously break out of its sandbox AND break into HuggingFace, just to score higher on a benchmark prompt. This video has the details you may have missed, a layperson analogy, whether this is truly novel, and more…Dozens more Exclusive videos on Patreon ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction01:17 - HuggingFace Earlier Report - the possible week gap02:24 - But what happened?05:45 - Simplified Version07:56 - Not the first time…10:54 - What Does it Mean for Open Source?The Incident: https://openai.com/index/hugging-face-model-evaluation-security-incident/https://huggingface.co/blog/security-incident-july-2026The Post the Day Before: https://openai.com/index/safety-alignment-long-horizon-models/Mythos’ Earlier Escape: https://futurism.com/artificial-intelligence/anthropic-claude-mythos-escaped-sandboxExploitGym: https://arxiv.org/pdf/2605.11086Sam Confession: https://x.com/sama/status/2079661132302995790Anthropic Researcher Reacts: https://x.com/Mononofu/status/2079724399452926055Clem (HuggingFace CEO): https://x.com/ClementDelangue/status/2079670308156645882https://x.com/ClementDelangue/status/2079301434357456931Xi Jinping: https://archive.fo/20260717195548/https://www.businessinsider.com/xi-jinping-open-source-ai-us-competition-openai-anthropic-models-2026-7Bans: https://www.axios.com/2026/07/20/ai-us-china-open-source-kimiQwen Retweet: https://x.com/AlibabaGroup/with_repliesCodex Growth: https://x.com/petergostev/status/2079614914398740764/photo/1 Kimi K3: https://artificialanalysis.ai/evaluations/harvey-lab-aa?eval-score=all-pass-rateGPT 5.6 Sol Cheats on METR: https://metr.substack.com/p/2026-06-26-gpt-5-6-solGuardian Headline: https://www.theguardian.com/technology/2026/jul/22/openai-says-its-models-went-rogue-and-hacked-startup-in-unprecedented-incidentRussian Origin?: https://news.ycombinator.com/item?id=48998362Power Trends: https://pbs.twimg.com/media/HNRtrjhagAAvBN_?format=png&name=900x900Kimi K3 Exclusive Video: https://www.patreon.com/AIExplained/posts/kimi-moment-kimi-164108791Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices An unreleased internal OpenAI model, very likely to be called GPT-6, was able to autonomously break out of its sandbox AND break into HuggingFace, just to score higher on a benchmark prompt. This video has the details you may have missed, a layperson analogy, whether this is truly novel, and more…

Dozens more Exclusive videos on Patreon ($9!): https://www.patreon.com/AIExplained

Chapters:
00:00 - Introduction
01:17 - HuggingFace Earlier Report - the possible week gap
02:24 - But what happened?
05:45 - Simplified Version
07:56 - Not the first time…
10:54 - What Does it Mean for Open Source?

The Incident: https://openai.com/index/hugging-face-model-evaluation-security-incident/
https://huggingface.co/blog/security-incident-july-2026


The Post the Day Before: https://openai.com/index/safety-alignment-long-horizon-models/


Mythos’ Earlier Escape: https://futurism.com/artificial-intelligence/anthropic-claude-mythos-escaped-sandbox

ExploitGym: https://arxiv.org/pdf/2605.11086

Sam Confession: https://x.com/sama/status/2079661132302995790

Anthropic Researcher Reacts: https://x.com/Mononofu/status/2079724399452926055

Clem (HuggingFace CEO): https://x.com/ClementDelangue/status/2079670308156645882
https://x.com/ClementDelangue/status/2079301434357456931

Xi Jinping: https://archive.fo/20260717195548/https://www.businessinsider.com/xi-jinping-open-source-ai-us-competition-openai-anthropic-models-2026-7
Bans: https://www.axios.com/2026/07/20/ai-us-china-open-source-kimi
Qwen Retweet: https://x.com/AlibabaGroup/with_replies

Codex Growth: https://x.com/petergostev/status/2079614914398740764/photo/1

Kimi K3: https://artificialanalysis.ai/evaluations/harvey-lab-aa?eval-score=all-pass-rate

GPT 5.6 Sol Cheats on METR: https://metr.substack.com/p/2026-06-26-gpt-5-6-sol

Guardian Headline: https://www.theguardian.com/technology/2026/jul/22/openai-says-its-models-went-rogue-and-hacked-startup-in-unprecedented-incident

Russian Origin?: https://news.ycombinator.com/item?id=48998362

Power Trends: https://pbs.twimg.com/media/HNRtrjhagAAvBN_?format=png&name=900x900



Kimi K3 Exclusive Video: https://www.patreon.com/AIExplained/posts/kimi-moment-kimi-164108791



Podcast: https://aiexplainedopodcast.buzzsprout.com/

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]]> 1190 no Not Slowing Down: GAIA-1 to GPT Vision Tips, Nvidia B100 to Bard vs LLaVA From GAIA-1 and UniSim showing that new worlds can be imagined with synthetic data, to Nvidia B100 and X100 suggesting no slow down in compute, this video will argue that AI is not slowing down. I’ll cover what that means in Robotics, Audio, Vision and even fraud, from Disney to LLaVA, Elevenlabs to exclusives from The Information (Nov 6 OpenAI Developer Conference) and Semianalysis. https://www.patreon.com/AIExplained GAIA-1 9B: https://wayve.ai/thinking/scaling-gaia-1/ GAIA 1 Paper: https://arxiv.org/abs/2309.17080 Semianalysis Tesla: https://www.semianalysis.com/p/tesla-ai-capacity-expansion-h100 and B100 plus X100: https://www.semianalysis.com/p/nvidias-plans-to-crush-competition UniSim: https://universal-simulator.github.io/unisim/?s=09 Tesla Optimus: https://www.youtube.com/watch?v=D2vj0WcvH5c Disney Bot: https://www.theverge.com/2023/10/10/23911040/disney-imagineering-robot-bipedal-balance-free-walking-concept Levatas ChatGPT robodog: https://twitter.com/svpino/status/1650832349008125952?ref_src=twsrc%5Etfw%7Ctwcamp%5Etweetembed%7Ctwterm%5E1650832349008125952%7Ctwgr%5Ea9dcf33fe398752911e6868838cdef45850dd2e1%7Ctwcon%5Es1_&ref_url=https%3A%2F%2Fwww.fastcompany.com%2F90889271%2Fboston-dynamics-spot-chatgpt-brains Somatic Cleaner: https://www.youtube.com/watch?v=xY5zqKRy8A8&t=38s The Information Report: https://www.theinformation.com/articles/openais-revenue-crossed-1-3-billion-annualized-rate-ceo-tells-staff?utm_source=ti_app&rc=sy0ihq Reuters Report: https://www.reuters.com/technology/openai-plans-major-updates-lure-developers-with-lower-costs-sources-2023-10-11/#:~:text=This%20could%20theoretically%20slash%20costs,developing%20and%20selling%20AI%20software. Starmer Audio (fake): https://www.wired.co.uk/article/keir-starmer-deepfake-audio Deepfake Arrests: https://www.cnbc.com/2023/10/10/generative-ai-will-get-a-cold-shower-in-2024-analysts-predict.html LLaVA Demo: https://llava.hliu.cc/ LLaVA Paper: https://arxiv.org/pdf/2310.03744.pdf Bard: https://bard.google.com/chat GPT4V Recursive Loop: https://twitter.com/conradgodfrey/status/1712564282167300226https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 23:48:45 -0000 full AI Explained From GAIA-1 and UniSim showing that new worlds can be imagined with synthetic data, to Nvidia B100 and X100 suggesting no slow down in compute, this video will argue that AI is not slowing down. I’ll cover what that means in Robotics, Audio, Vision and even fraud, from Disney to LLaVA, Elevenlabs to exclusives from The Information (Nov 6 OpenAI Developer Conference) and Semianalysis. https://www.patreon.com/AIExplained GAIA-1 9B: https://wayve.ai/thinking/scaling-gaia-1/ GAIA 1 Paper: https://arxiv.org/abs/2309.17080 Semianalysis Tesla: https://www.semianalysis.com/p/tesla-ai-capacity-expansion-h100 and B100 plus X100: https://www.semianalysis.com/p/nvidias-plans-to-crush-competition UniSim: https://universal-simulator.github.io/unisim/?s=09 Tesla Optimus: https://www.youtube.com/watch?v=D2vj0WcvH5c Disney Bot: https://www.theverge.com/2023/10/10/23911040/disney-imagineering-robot-bipedal-balance-free-walking-concept Levatas ChatGPT robodog: https://twitter.com/svpino/status/1650832349008125952?ref_src=twsrc%5Etfw%7Ctwcamp%5Etweetembed%7Ctwterm%5E1650832349008125952%7Ctwgr%5Ea9dcf33fe398752911e6868838cdef45850dd2e1%7Ctwcon%5Es1_&ref_url=https%3A%2F%2Fwww.fastcompany.com%2F90889271%2Fboston-dynamics-spot-chatgpt-brains Somatic Cleaner: https://www.youtube.com/watch?v=xY5zqKRy8A8&t=38s The Information Report: https://www.theinformation.com/articles/openais-revenue-crossed-1-3-billion-annualized-rate-ceo-tells-staff?utm_source=ti_app&rc=sy0ihq Reuters Report: https://www.reuters.com/technology/openai-plans-major-updates-lure-developers-with-lower-costs-sources-2023-10-11/#:~:text=This%20could%20theoretically%20slash%20costs,developing%20and%20selling%20AI%20software. Starmer Audio (fake): https://www.wired.co.uk/article/keir-starmer-deepfake-audio Deepfake Arrests: https://www.cnbc.com/2023/10/10/generative-ai-will-get-a-cold-shower-in-2024-analysts-predict.html LLaVA Demo: https://llava.hliu.cc/ LLaVA Paper: https://arxiv.org/pdf/2310.03744.pdf Bard: https://bard.google.com/chat GPT4V Recursive Loop: https://twitter.com/conradgodfrey/status/1712564282167300226https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices From GAIA-1 and UniSim showing that new worlds can be imagined with synthetic data, to Nvidia B100 and X100 suggesting no slow down in compute, this video will argue that AI is not slowing down. I’ll cover what that means in Robotics, Audio, Vision and even fraud, from Disney to LLaVA, Elevenlabs to exclusives from The Information (Nov 6 OpenAI Developer Conference) and Semianalysis.

https://www.patreon.com/AIExplained

GAIA-1 9B: https://wayve.ai/thinking/scaling-gaia-1/
GAIA 1 Paper: https://arxiv.org/abs/2309.17080
Semianalysis Tesla: https://www.semianalysis.com/p/tesla-ai-capacity-expansion-h100 and B100 plus X100: https://www.semianalysis.com/p/nvidias-plans-to-crush-competition
UniSim: https://universal-simulator.github.io/unisim/?s=09 Tesla Optimus: https://www.youtube.com/watch?v=D2vj0WcvH5c
Disney Bot: https://www.theverge.com/2023/10/10/23911040/disney-imagineering-robot-bipedal-balance-free-walking-concept
Levatas ChatGPT robodog: https://twitter.com/svpino/status/1650832349008125952?ref_src=twsrc%5Etfw%7Ctwcamp%5Etweetembed%7Ctwterm%5E1650832349008125952%7Ctwgr%5Ea9dcf33fe398752911e6868838cdef45850dd2e1%7Ctwcon%5Es1_&ref_url=https%3A%2F%2Fwww.fastcompany.com%2F90889271%2Fboston-dynamics-spot-chatgpt-brains
Somatic Cleaner: https://www.youtube.com/watch?v=xY5zqKRy8A8&t=38s
The Information Report: https://www.theinformation.com/articles/openais-revenue-crossed-1-3-billion-annualized-rate-ceo-tells-staff?utm_source=ti_app&rc=sy0ihq
Reuters Report: https://www.reuters.com/technology/openai-plans-major-updates-lure-developers-with-lower-costs-sources-2023-10-11/#:~:text=This%20could%20theoretically%20slash%20costs,developing%20and%20selling%20AI%20software.
Starmer Audio (fake): https://www.wired.co.uk/article/keir-starmer-deepfake-audio
Deepfake Arrests: https://www.cnbc.com/2023/10/10/generative-ai-will-get-a-cold-shower-in-2024-analysts-predict.html
LLaVA Demo: https://llava.hliu.cc/
LLaVA Paper: https://arxiv.org/pdf/2310.03744.pdf
Bard: https://bard.google.com/chat
GPT4V Recursive Loop: https://twitter.com/conradgodfrey/status/1712564282167300226


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]]> 1168 no OpenAI Flip-Flops and '10% Chance of Outperforming Humans in Every Task by 2027' - 3K AI Researchers Blink and you missed it, but there have been 4 developments this week that could have major consequences. From a change of heart on maximising engagement from OpenAI - and doubts growing over whether to pursue superintelligence at all - to a startling new survey of 2778 AI researchers - full 38 page highlights. And predictions on the automation of human labor to the trillion-dollar titans fighting for quality data. Plus, my pick of the GPT store GPTs (hint Consensus is the best GPT for me!).AI Insiders: https://www.patreon.com/AIExplainedKarpathy Intelligence Amplification: https://twitter.com/karpathy/status/1744179910347039080Thousands of AI Authors on the Future of AI: https://arxiv.org/abs/2401.02843Richard Ngo Tweet: https://twitter.com/RichardMCNgo/status/1735571667420598737Brockman Tweet: https://www.nytimes.com/2023/03/31/technology/sam-altman-open-ai-chatgpt.htmlAltman Testimony: https://www.youtube.com/watch?v=TO0J2Yw7usMGPT Store Engagement: https://openai.com/blog/introducing-the-gpt-storeCharacter AI Catch-up: https://techcrunch.com/2023/09/11/ai-app-character-ai-is-catching-up-to-chatgpt-in-the-u-s/Altman AI Waifus: https://twitter.com/sama/status/1745135061731803571Daniel Gross Moat: https://twitter.com/danielgross/status/1744939910606508418Consensus: https://twitter.com/ConsensusNLP/status/1724872225780625419Superalignment Timeline: https://openai.com/blog/introducing-superalignmentGovernance of Superintelligence: https://openai.com/blog/governance-of-superintelligenceFT Altman: https://www.ft.com/content/dd9ba2f6-f509-42f0-8e97-4271c7b84dedOpenAI AGI Definition of AGI Automating Human Labor: https://openai.com/blog/how-should-ai-systems-behave#fn-AAxel Springer: https://openai.com/blog/axel-springer-partnershipFox and CNN Data: https://www.bloomberg.com/news/articles/2024-01-10/openai-in-talks-with-cnn-fox-and-time-to-license-content?srnd=premium-ukOpenAI and Apple Negotiate Data: https://www.theinformation.com/articles/openai-offers-publishers-as-little-as-1-million-a-year?rc=sy0ihqMamba Video: https://www.youtube.com/watch?v=Xq-QEd1jpKkAltman $100 Trillion: https://www.nytimes.com/2023/03/31/technology/sam-altman-open-ai-chatgpt.htmlInflection.ai PiReza Mortazavi renders: https://twitter.com/MortazaviiiReza/status/1744678466635661381Guardian CES: https://www.theguardian.com/technology/2024/jan/12/transparent-tvs-ai-catflaps-tech-standouts-ces-2024AI binoculars: https://twitter.com/rowancheung/status/1745099409757520357AI Insiders: https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 23:48:45 -0000 full AI Explained Blink and you missed it, but there have been 4 developments this week that could have major consequences. From a change of heart on maximising engagement from OpenAI - and doubts growing over whether to pursue superintelligence at all - to a startling new survey of 2778 AI researchers - full 38 page highlights. And predictions on the automation of human labor to the trillion-dollar titans fighting for quality data. Plus, my pick of the GPT store GPTs (hint Consensus is the best GPT for me!).AI Insiders: https://www.patreon.com/AIExplainedKarpathy Intelligence Amplification: https://twitter.com/karpathy/status/1744179910347039080Thousands of AI Authors on the Future of AI: https://arxiv.org/abs/2401.02843Richard Ngo Tweet: https://twitter.com/RichardMCNgo/status/1735571667420598737Brockman Tweet: https://www.nytimes.com/2023/03/31/technology/sam-altman-open-ai-chatgpt.htmlAltman Testimony: https://www.youtube.com/watch?v=TO0J2Yw7usMGPT Store Engagement: https://openai.com/blog/introducing-the-gpt-storeCharacter AI Catch-up: https://techcrunch.com/2023/09/11/ai-app-character-ai-is-catching-up-to-chatgpt-in-the-u-s/Altman AI Waifus: https://twitter.com/sama/status/1745135061731803571Daniel Gross Moat: https://twitter.com/danielgross/status/1744939910606508418Consensus: https://twitter.com/ConsensusNLP/status/1724872225780625419Superalignment Timeline: https://openai.com/blog/introducing-superalignmentGovernance of Superintelligence: https://openai.com/blog/governance-of-superintelligenceFT Altman: https://www.ft.com/content/dd9ba2f6-f509-42f0-8e97-4271c7b84dedOpenAI AGI Definition of AGI Automating Human Labor: https://openai.com/blog/how-should-ai-systems-behave#fn-AAxel Springer: https://openai.com/blog/axel-springer-partnershipFox and CNN Data: https://www.bloomberg.com/news/articles/2024-01-10/openai-in-talks-with-cnn-fox-and-time-to-license-content?srnd=premium-ukOpenAI and Apple Negotiate Data: https://www.theinformation.com/articles/openai-offers-publishers-as-little-as-1-million-a-year?rc=sy0ihqMamba Video: https://www.youtube.com/watch?v=Xq-QEd1jpKkAltman $100 Trillion: https://www.nytimes.com/2023/03/31/technology/sam-altman-open-ai-chatgpt.htmlInflection.ai PiReza Mortazavi renders: https://twitter.com/MortazaviiiReza/status/1744678466635661381Guardian CES: https://www.theguardian.com/technology/2024/jan/12/transparent-tvs-ai-catflaps-tech-standouts-ces-2024AI binoculars: https://twitter.com/rowancheung/status/1745099409757520357AI Insiders: https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Blink and you missed it, but there have been 4 developments this week that could have major consequences. From a change of heart on maximising engagement from OpenAI - and doubts growing over whether to pursue superintelligence at all - to a startling new survey of 2778 AI researchers - full 38 page highlights. And predictions on the automation of human labor to the trillion-dollar titans fighting for quality data. Plus, my pick of the GPT store GPTs (hint Consensus is the best GPT for me!).

AI Insiders: https://www.patreon.com/AIExplained

Karpathy Intelligence Amplification: https://twitter.com/karpathy/status/1744179910347039080
Thousands of AI Authors on the Future of AI: https://arxiv.org/abs/2401.02843
Richard Ngo Tweet: https://twitter.com/RichardMCNgo/status/1735571667420598737
Brockman Tweet: https://www.nytimes.com/2023/03/31/technology/sam-altman-open-ai-chatgpt.html
Altman Testimony: https://www.youtube.com/watch?v=TO0J2Yw7usM
GPT Store Engagement: https://openai.com/blog/introducing-the-gpt-store
Character AI Catch-up: https://techcrunch.com/2023/09/11/ai-app-character-ai-is-catching-up-to-chatgpt-in-the-u-s/
Altman AI Waifus: https://twitter.com/sama/status/1745135061731803571
Daniel Gross Moat: https://twitter.com/danielgross/status/1744939910606508418
Consensus: https://twitter.com/ConsensusNLP/status/1724872225780625419
Superalignment Timeline: https://openai.com/blog/introducing-superalignment
Governance of Superintelligence: https://openai.com/blog/governance-of-superintelligence
FT Altman: https://www.ft.com/content/dd9ba2f6-f509-42f0-8e97-4271c7b84ded
OpenAI AGI Definition of AGI Automating Human Labor: https://openai.com/blog/how-should-ai-systems-behave#fn-A
Axel Springer: https://openai.com/blog/axel-springer-partnership
Fox and CNN Data: https://www.bloomberg.com/news/articles/2024-01-10/openai-in-talks-with-cnn-fox-and-time-to-license-content?srnd=premium-uk
OpenAI and Apple Negotiate Data: https://www.theinformation.com/articles/openai-offers-publishers-as-little-as-1-million-a-year?rc=sy0ihq
Mamba Video: https://www.youtube.com/watch?v=Xq-QEd1jpKk
Altman $100 Trillion: https://www.nytimes.com/2023/03/31/technology/sam-altman-open-ai-chatgpt.html
Inflection.ai Pi
Reza Mortazavi renders: https://twitter.com/MortazaviiiReza/status/1744678466635661381
Guardian CES: https://www.theguardian.com/technology/2024/jan/12/transparent-tvs-ai-catflaps-tech-standouts-ces-2024
AI binoculars: https://twitter.com/rowancheung/status/1745099409757520357

AI Insiders: https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/

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]]> 1807 no AI Improves at Self-improving AlphaEvolve is not the first system to exhibit self-improvement, but it may be the most impressive yet. AI is literally improving the hardware, architectures, data and training methods of AI itself. A deep dive into the paper, drawing on two previous interviews and 5 other papers. Plus a snippet on OpenAI’s new Codex system.Gray Swan: http://app.grayswan.ai/ai-explainedAI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction00:27 - AlphaEvolve05:23 - Limitation06:10 - Achievements08:21 - Future Improvements13:30 - Quirks16:34 - Final ThoughtsAlphaEvolve release: https://deepmind.google/discover/blog/alphaevolve-a-gemini-powered-coding-agent-for-designing-advanced-algorithms/Paper: https://storage.googleapis.com/deepmind-media/DeepMind.com/Blog/alphaevolve-a-gemini-powered-coding-agent-for-designing-advanced-algorithms/AlphaEvolve.pdfTerence Tao Quote: https://mathstodon.xyz/@tao/114508029896631083Nature Article: https://www.nature.com/articles/s41586-022-05172-4MIT Article: https://www.technologyreview.com/2025/05/14/1116438/google-deepminds-new-ai-uses-large-language-models-to-crack-real-world-problems/AI Co-Scientist: https://arxiv.org/pdf/2502.18864OpenAI Codex: https://openai.com/index/introducing-codex/70% of Pull Requests: https://x.com/slow_developer/status/1920920456393028027Amodei Essay: https://www.darioamodei.com/essay/machines-of-loving-graceOpenAI Jason Wei Tweet: https://x.com/_jasonwei/status/1923091260354531612PromptBreeder: https://arxiv.org/pdf/2309.16797DrEureka: https://arxiv.org/pdf/2406.01967FT DeepMind: https://www.ft.com/content/4e497a91-670a-4f69-be4a-18e247daba3eNon-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 23:20:00 -0000 full AI Explained AlphaEvolve is not the first system to exhibit self-improvement, but it may be the most impressive yet. AI is literally improving the hardware, architectures, data and training methods of AI itself. A deep dive into the paper, drawing on two previous interviews and 5 other papers. Plus a snippet on OpenAI’s new Codex system.Gray Swan: http://app.grayswan.ai/ai-explainedAI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction00:27 - AlphaEvolve05:23 - Limitation06:10 - Achievements08:21 - Future Improvements13:30 - Quirks16:34 - Final ThoughtsAlphaEvolve release: https://deepmind.google/discover/blog/alphaevolve-a-gemini-powered-coding-agent-for-designing-advanced-algorithms/Paper: https://storage.googleapis.com/deepmind-media/DeepMind.com/Blog/alphaevolve-a-gemini-powered-coding-agent-for-designing-advanced-algorithms/AlphaEvolve.pdfTerence Tao Quote: https://mathstodon.xyz/@tao/114508029896631083Nature Article: https://www.nature.com/articles/s41586-022-05172-4MIT Article: https://www.technologyreview.com/2025/05/14/1116438/google-deepminds-new-ai-uses-large-language-models-to-crack-real-world-problems/AI Co-Scientist: https://arxiv.org/pdf/2502.18864OpenAI Codex: https://openai.com/index/introducing-codex/70% of Pull Requests: https://x.com/slow_developer/status/1920920456393028027Amodei Essay: https://www.darioamodei.com/essay/machines-of-loving-graceOpenAI Jason Wei Tweet: https://x.com/_jasonwei/status/1923091260354531612PromptBreeder: https://arxiv.org/pdf/2309.16797DrEureka: https://arxiv.org/pdf/2406.01967FT DeepMind: https://www.ft.com/content/4e497a91-670a-4f69-be4a-18e247daba3eNon-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices AlphaEvolve is not the first system to exhibit self-improvement, but it may be the most impressive yet. AI is literally improving the hardware, architectures, data and training methods of AI itself. A deep dive into the paper, drawing on two previous interviews and 5 other papers. Plus a snippet on OpenAI’s new Codex system.

Gray Swan: http://app.grayswan.ai/ai-explained

AI Insiders ($9!): https://www.patreon.com/AIExplained

Chapters:
00:00 - Introduction
00:27 - AlphaEvolve
05:23 - Limitation
06:10 - Achievements
08:21 - Future Improvements
13:30 - Quirks
16:34 - Final Thoughts

AlphaEvolve release: https://deepmind.google/discover/blog/alphaevolve-a-gemini-powered-coding-agent-for-designing-advanced-algorithms/

Paper: https://storage.googleapis.com/deepmind-media/DeepMind.com/Blog/alphaevolve-a-gemini-powered-coding-agent-for-designing-advanced-algorithms/AlphaEvolve.pdf

Terence Tao Quote: https://mathstodon.xyz/@tao/114508029896631083

Nature Article: https://www.nature.com/articles/s41586-022-05172-4
MIT Article: https://www.technologyreview.com/2025/05/14/1116438/google-deepminds-new-ai-uses-large-language-models-to-crack-real-world-problems/
AI Co-Scientist: https://arxiv.org/pdf/2502.18864

OpenAI Codex: https://openai.com/index/introducing-codex/


70% of Pull Requests: https://x.com/slow_developer/status/1920920456393028027

Amodei Essay: https://www.darioamodei.com/essay/machines-of-loving-grace

OpenAI Jason Wei Tweet: https://x.com/_jasonwei/status/1923091260354531612

PromptBreeder: https://arxiv.org/pdf/2309.16797
DrEureka: https://arxiv.org/pdf/2406.01967

FT DeepMind: https://www.ft.com/content/4e497a91-670a-4f69-be4a-18e247daba3e



Non-hype Newsletter: https://signaltonoise.beehiiv.com/

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]]> 1436 no Q* - Clues to the Puzzle? Are these some clues to the Q* (Q star) mystery? Featuring barely noticed references, YouTube videos, article exclusives and more, I put together a theory about OpenAI’s apparent breakthrough. Join me for the journey and let me know what you think at the end. https://www.assemblyai.com/playgroundAI Explained Bot: https://chat.openai.com/g/g-804sC5lJ6-ai-explained-botAI Explained Twitter: https://twitter.com/AIExplainedYTLukasz Kaiser Videos: https://www.youtube.com/watch?v=Vrvc2rPuXTEhttps://www.youtube.com/watch?v=4vvzgBwH9OELet’s Verify Step by Step: https://arxiv.org/abs/2305.20050The Information Exclusive: https://www.theinformation.com/articles/openai-made-an-ai-breakthrough-before-altman-firing-stoking-excitement-and-concern?rc=sy0ihqReuters Article: https://www.reuters.com/technology/sam-altmans-ouster-openai-was-precipitated-by-letter-board-about-ai-breakthrough-2023-11-22/Original Test Time Compute Paper https://arxiv.org/pdf/2104.03113.pdfOpenAI Denial: https://twitter.com/alexeheath/status/1727472179283919032DeepMind Music: https://deepmind.google/discover/blog/transforming-the-future-of-music-creation/Altman Angelo: https://twitter.com/samaKarpathy: https://twitter.com/peterjliu/status/1727522893666668926?s=46STaR: https://arxiv.org/abs/2203.14465Noam Brown Tweets: https://twitter.com/polynoamial/status/1676971503261454340?s=19Q Policy: https://www.analyticsvidhya.com/blog/2021/02/understanding-the-bellman-optimality-equation-in-reinforcement-learning/Sutskever Alignment: https://www.youtube.com/watch?v=OPZxs6IXH00https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 23:20:00 -0000 full AI Explained Are these some clues to the Q* (Q star) mystery? Featuring barely noticed references, YouTube videos, article exclusives and more, I put together a theory about OpenAI’s apparent breakthrough. Join me for the journey and let me know what you think at the end. https://www.assemblyai.com/playgroundAI Explained Bot: https://chat.openai.com/g/g-804sC5lJ6-ai-explained-botAI Explained Twitter: https://twitter.com/AIExplainedYTLukasz Kaiser Videos: https://www.youtube.com/watch?v=Vrvc2rPuXTEhttps://www.youtube.com/watch?v=4vvzgBwH9OELet’s Verify Step by Step: https://arxiv.org/abs/2305.20050The Information Exclusive: https://www.theinformation.com/articles/openai-made-an-ai-breakthrough-before-altman-firing-stoking-excitement-and-concern?rc=sy0ihqReuters Article: https://www.reuters.com/technology/sam-altmans-ouster-openai-was-precipitated-by-letter-board-about-ai-breakthrough-2023-11-22/Original Test Time Compute Paper https://arxiv.org/pdf/2104.03113.pdfOpenAI Denial: https://twitter.com/alexeheath/status/1727472179283919032DeepMind Music: https://deepmind.google/discover/blog/transforming-the-future-of-music-creation/Altman Angelo: https://twitter.com/samaKarpathy: https://twitter.com/peterjliu/status/1727522893666668926?s=46STaR: https://arxiv.org/abs/2203.14465Noam Brown Tweets: https://twitter.com/polynoamial/status/1676971503261454340?s=19Q Policy: https://www.analyticsvidhya.com/blog/2021/02/understanding-the-bellman-optimality-equation-in-reinforcement-learning/Sutskever Alignment: https://www.youtube.com/watch?v=OPZxs6IXH00https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Are these some clues to the Q* (Q star) mystery? Featuring barely noticed references, YouTube videos, article exclusives and more, I put together a theory about OpenAI’s apparent breakthrough. Join me for the journey and let me know what you think at the end.

https://www.assemblyai.com/playground

AI Explained Bot: https://chat.openai.com/g/g-804sC5lJ6-ai-explained-bot

AI Explained Twitter: https://twitter.com/AIExplainedYT

Lukasz Kaiser Videos: https://www.youtube.com/watch?v=Vrvc2rPuXTE
https://www.youtube.com/watch?v=4vvzgBwH9OE
Let’s Verify Step by Step: https://arxiv.org/abs/2305.20050
The Information Exclusive: https://www.theinformation.com/articles/openai-made-an-ai-breakthrough-before-altman-firing-stoking-excitement-and-concern?rc=sy0ihq
Reuters Article: https://www.reuters.com/technology/sam-altmans-ouster-openai-was-precipitated-by-letter-board-about-ai-breakthrough-2023-11-22/
Original Test Time Compute Paper https://arxiv.org/pdf/2104.03113.pdf
OpenAI Denial: https://twitter.com/alexeheath/status/1727472179283919032
DeepMind Music: https://deepmind.google/discover/blog/transforming-the-future-of-music-creation/
Altman Angelo: https://twitter.com/sama
Karpathy: https://twitter.com/peterjliu/status/1727522893666668926?s=46
STaR: https://arxiv.org/abs/2203.14465
Noam Brown Tweets: https://twitter.com/polynoamial/status/1676971503261454340?s=19
Q Policy: https://www.analyticsvidhya.com/blog/2021/02/understanding-the-bellman-optimality-equation-in-reinforcement-learning/
Sutskever Alignment: https://www.youtube.com/watch?v=OPZxs6IXH00


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]]> 2159 no 8 Signs It's The Future: Thought-to-Text, Nvidia Text-to-Video, Character AI, and P(Doom) @Ted Here are 8 things that might have surprised you 6 weeks ago, let alone 6 months ago. From text to video to Ted Talks, I try to cover it all.Nvidia Text to Video https://research.nvidia.com/labs/toronto-ai/VideoLDM/Blockade Labs Tweet: https://twitter.com/BlockadeLabs/status/1648476832730349570And Demo: https://www.blockadelabs.com/Zip NeRF: https://jonbarron.info/zipnerf/Paper: https://arxiv.org/pdf/2304.08818.pdfApple Reality Pro: https://www.tomsguide.com/news/the-apple-reality-pro-headset-sounds-downright-magical-as-patent-reveals-new-detailshttps://www.bloomberg.com/news/articles/2023-04-18/apple-vr-ar-headset-apps-sports-tv-fitness-gaming-wellness-ipad-featuresSony Award: https://edition.cnn.com/style/article/ai-photo-win-sony-scli-intl/index.htmlMidjourney Progression: https://twitter.com/Pizza_LaterAI Dilemma: https://www.youtube.com/watch?v=xoVJKj8lcNQ&t=3600sAI Poker: https://www.nytimes.com/2022/01/18/magazine/ai-technology-poker.htmlPredicting Markets: https://www.youtube.com/watch?v=Q74jH9jBVF0Fedspeak: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4399406Paper: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4412788Character AI: https://beta.character.ai/Google Samsung: https://www.nytimes.com/2023/04/16/technology/google-search-engine-ai.htmlBard Reports: https://www.bloomberg.com/news/features/2023-04-19/google-bard-ai-chatbot-raises-ethical-concerns-from-employees?leadSource=uverify%20wallTed Attendees: https://blog.ted.com/the-astounding-new-era-of-ai-notes-on-session-2-of-ted2023/ARC: https://www.alignment.org/P(Doom): https://astralcodexten.substack.com/p/why-i-am-not-as-much-of-a-doomerGPT 4 Technical Report: https://arxiv.org/abs/2303.08774Altman Comments: https://www.youtube.com/watch?v=dXhoTrU1Kkw&t=119shttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 22:51:15 -0000 full AI Explained Here are 8 things that might have surprised you 6 weeks ago, let alone 6 months ago. From text to video to Ted Talks, I try to cover it all.Nvidia Text to Video https://research.nvidia.com/labs/toronto-ai/VideoLDM/Blockade Labs Tweet: https://twitter.com/BlockadeLabs/status/1648476832730349570And Demo: https://www.blockadelabs.com/Zip NeRF: https://jonbarron.info/zipnerf/Paper: https://arxiv.org/pdf/2304.08818.pdfApple Reality Pro: https://www.tomsguide.com/news/the-apple-reality-pro-headset-sounds-downright-magical-as-patent-reveals-new-detailshttps://www.bloomberg.com/news/articles/2023-04-18/apple-vr-ar-headset-apps-sports-tv-fitness-gaming-wellness-ipad-featuresSony Award: https://edition.cnn.com/style/article/ai-photo-win-sony-scli-intl/index.htmlMidjourney Progression: https://twitter.com/Pizza_LaterAI Dilemma: https://www.youtube.com/watch?v=xoVJKj8lcNQ&t=3600sAI Poker: https://www.nytimes.com/2022/01/18/magazine/ai-technology-poker.htmlPredicting Markets: https://www.youtube.com/watch?v=Q74jH9jBVF0Fedspeak: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4399406Paper: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4412788Character AI: https://beta.character.ai/Google Samsung: https://www.nytimes.com/2023/04/16/technology/google-search-engine-ai.htmlBard Reports: https://www.bloomberg.com/news/features/2023-04-19/google-bard-ai-chatbot-raises-ethical-concerns-from-employees?leadSource=uverify%20wallTed Attendees: https://blog.ted.com/the-astounding-new-era-of-ai-notes-on-session-2-of-ted2023/ARC: https://www.alignment.org/P(Doom): https://astralcodexten.substack.com/p/why-i-am-not-as-much-of-a-doomerGPT 4 Technical Report: https://arxiv.org/abs/2303.08774Altman Comments: https://www.youtube.com/watch?v=dXhoTrU1Kkw&t=119shttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Here are 8 things that might have surprised you 6 weeks ago, let alone 6 months ago. From text to video to Ted Talks, I try to cover it all.

Nvidia Text to Video https://research.nvidia.com/labs/toronto-ai/VideoLDM/
Blockade Labs Tweet: https://twitter.com/BlockadeLabs/status/1648476832730349570
And Demo: https://www.blockadelabs.com/
Zip NeRF: https://jonbarron.info/zipnerf/
Paper: https://arxiv.org/pdf/2304.08818.pdf
Apple Reality Pro: https://www.tomsguide.com/news/the-apple-reality-pro-headset-sounds-downright-magical-as-patent-reveals-new-details
https://www.bloomberg.com/news/articles/2023-04-18/apple-vr-ar-headset-apps-sports-tv-fitness-gaming-wellness-ipad-features
Sony Award: https://edition.cnn.com/style/article/ai-photo-win-sony-scli-intl/index.html
Midjourney Progression: https://twitter.com/Pizza_Later
AI Dilemma: https://www.youtube.com/watch?v=xoVJKj8lcNQ&t=3600s
AI Poker: https://www.nytimes.com/2022/01/18/magazine/ai-technology-poker.html
Predicting Markets: https://www.youtube.com/watch?v=Q74jH9jBVF0
Fedspeak: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4399406
Paper: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4412788
Character AI: https://beta.character.ai/
Google Samsung: https://www.nytimes.com/2023/04/16/technology/google-search-engine-ai.html
Bard Reports: https://www.bloomberg.com/news/features/2023-04-19/google-bard-ai-chatbot-raises-ethical-concerns-from-employees?leadSource=uverify%20wall
Ted Attendees: https://blog.ted.com/the-astounding-new-era-of-ai-notes-on-session-2-of-ted2023/
ARC: https://www.alignment.org/
P(Doom): https://astralcodexten.substack.com/p/why-i-am-not-as-much-of-a-doomer
GPT 4 Technical Report: https://arxiv.org/abs/2303.08774
Altman Comments: https://www.youtube.com/watch?v=dXhoTrU1Kkw&t=119s

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]]> 855 no Nano Banana Pro: But Did You Catch These 10 Details? Nano Banana Pro is no incremental upgrade. From double exposures to almost (!) perfect infographics, comic strips, to pricing, benchmarks and more, I go through 10 facets of the new, model you won’t get just from reading the headlines. Definitely worth watching before you use it for work…http://assemblyai.com/aiexplainedNano Pro also available on my solo-made app (Pro Tier): https://lmcouncil.aiand at ....https://aistudio.google.com/prompts/new_chatRelease: https://blog.google/technology/ai/nano-banana-pro/https://blog.google/products/gemini/prompting-tips-nano-banana-pro/https://blog.google/technology/developers/gemini-3-pro-image-developers/Synth: https://x.com/demishassabis/status/1991526272435122375AI Insiders ($9!): https://www.patreon.com/AIExplainedNon-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 22:51:15 -0000 full AI Explained Nano Banana Pro is no incremental upgrade. From double exposures to almost (!) perfect infographics, comic strips, to pricing, benchmarks and more, I go through 10 facets of the new, model you won’t get just from reading the headlines. Definitely worth watching before you use it for work…http://assemblyai.com/aiexplainedNano Pro also available on my solo-made app (Pro Tier): https://lmcouncil.aiand at ....https://aistudio.google.com/prompts/new_chatRelease: https://blog.google/technology/ai/nano-banana-pro/https://blog.google/products/gemini/prompting-tips-nano-banana-pro/https://blog.google/technology/developers/gemini-3-pro-image-developers/Synth: https://x.com/demishassabis/status/1991526272435122375AI Insiders ($9!): https://www.patreon.com/AIExplainedNon-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Nano Banana Pro is no incremental upgrade. From double exposures to almost (!) perfect infographics, comic strips, to pricing, benchmarks and more, I go through 10 facets of the new, model you won’t get just from reading the headlines. Definitely worth watching before you use it for work…

http://assemblyai.com/aiexplained




Nano Pro also available on my solo-made app (Pro Tier): https://lmcouncil.ai
and at ....https://aistudio.google.com/prompts/new_chat



Release: https://blog.google/technology/ai/nano-banana-pro/
https://blog.google/products/gemini/prompting-tips-nano-banana-pro/
https://blog.google/technology/developers/gemini-3-pro-image-developers/
Synth: https://x.com/demishassabis/status/1991526272435122375


AI Insiders ($9!): https://www.patreon.com/AIExplained

Non-hype Newsletter: https://signaltonoise.beehiiv.com/

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]]> 1210 no What the New ChatGPT 5.4 Means for the World Just 48 hours after releasing GPT 5.3 Instant, OpenAI have released GPT 5.4 Thinking, so either their is an imminent singularity or perhaps we are being distracted from other news. This video will give 9 crucial bits of context, not just on the GPT 5.4 drop but on the background to the meltdown between the Pentagon and Anthropic. What does this say about the state of AI progress, your job, and what is next.Check out my fast-growing (!) app, free to use, and code INSIDER15 for 15% off paid tiers: https://lmcouncil.aiAI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction01:06: GPT 5.4 Breakdown05:06 - Closing the Loop06:35 - Spiky Performance10:31 - Advice11:32 - Less Encouraging Developments - Fired Like Dogs17:45 - But Used in IranGPT 5.4: https://openai.com/index/introducing-gpt-5-4/Hallucinations: https://artificialanalysis.ai/evaluations/omniscienceInvestment Banking Bench: https://x.com/bradlightcap/status/2029684672343728452Move 37: https://x.com/nasqret/status/2029628846518010099System Card: https://deploymentsafety.openai.com/gpt-5-4-thinking/gpt-5-4-thinking.pdfPrediction Market Scandal: https://www.wired.com/story/openai-fires-employee-insider-trading-polymarket-kalshi/GPT 5.3 Instant: https://openai.com/index/gpt-5-3-instant/GDPVal: https://openai.com/index/gdpval/Claude in Iran: https://www.washingtonpost.com/technology/2026/03/04/anthropic-ai-iran-campaign‘Like Dogs’: https://x.com/AndrewCurran_/status/2029605783311470679Altman leak: https://www.cnbc.com/2026/03/03/sam-altman-tells-openai-staff-operational-decisions-up-to-government.htmlOriginal 2024 Switch: https://archive.fo/20240116172526/https://www.bloomberg.com/news/articles/2024-01-16/openai-working-with-us-military-on-cybersecurity-tools-for-veterans#selection-6173.83-6173.226Amodei Original Memo: https://www.theinformation.com/articles/read-anthropic-ceos-memo-attacking-openais-mendacious-pentagon-announcement?rc=sy0ihqAnthropic Apology: https://www.anthropic.com/news/where-stand-department-warOpenAI Employee Reaction: https://x.com/tszzl/status/2029334980481212820DoD Suppler Risk: https://www.cnbc.com/amp/2026/03/05/anthropic-pentagon-ai-claude-iran.htmlAtlantic Exclusive: https://archive.fo/20260301152646/https://www.theatlantic.com/technology/2026/03/inside-anthropics-killer-robot-dispute-with-the-pentagon/686200/#selection-941.61-941.212No Negotiation: https://x.com/USWREMichael/status/2029754965778907493$20B Doubling: https://archive.ph/20260304111124/https://www.bloomberg.com/news/articles/2026-03-03/anthropic-nears-20-billion-revenue-run-rate-amid-pentagon-feudMarch 2022 Interview: https://www.youtube.com/watch?v=uAA6PZkek4Ahttps://lmcouncil.ai/Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 22:22:30 -0000 full AI Explained Just 48 hours after releasing GPT 5.3 Instant, OpenAI have released GPT 5.4 Thinking, so either their is an imminent singularity or perhaps we are being distracted from other news. This video will give 9 crucial bits of context, not just on the GPT 5.4 drop but on the background to the meltdown between the Pentagon and Anthropic. What does this say about the state of AI progress, your job, and what is next.Check out my fast-growing (!) app, free to use, and code INSIDER15 for 15% off paid tiers: https://lmcouncil.aiAI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction01:06: GPT 5.4 Breakdown05:06 - Closing the Loop06:35 - Spiky Performance10:31 - Advice11:32 - Less Encouraging Developments - Fired Like Dogs17:45 - But Used in IranGPT 5.4: https://openai.com/index/introducing-gpt-5-4/Hallucinations: https://artificialanalysis.ai/evaluations/omniscienceInvestment Banking Bench: https://x.com/bradlightcap/status/2029684672343728452Move 37: https://x.com/nasqret/status/2029628846518010099System Card: https://deploymentsafety.openai.com/gpt-5-4-thinking/gpt-5-4-thinking.pdfPrediction Market Scandal: https://www.wired.com/story/openai-fires-employee-insider-trading-polymarket-kalshi/GPT 5.3 Instant: https://openai.com/index/gpt-5-3-instant/GDPVal: https://openai.com/index/gdpval/Claude in Iran: https://www.washingtonpost.com/technology/2026/03/04/anthropic-ai-iran-campaign‘Like Dogs’: https://x.com/AndrewCurran_/status/2029605783311470679Altman leak: https://www.cnbc.com/2026/03/03/sam-altman-tells-openai-staff-operational-decisions-up-to-government.htmlOriginal 2024 Switch: https://archive.fo/20240116172526/https://www.bloomberg.com/news/articles/2024-01-16/openai-working-with-us-military-on-cybersecurity-tools-for-veterans#selection-6173.83-6173.226Amodei Original Memo: https://www.theinformation.com/articles/read-anthropic-ceos-memo-attacking-openais-mendacious-pentagon-announcement?rc=sy0ihqAnthropic Apology: https://www.anthropic.com/news/where-stand-department-warOpenAI Employee Reaction: https://x.com/tszzl/status/2029334980481212820DoD Suppler Risk: https://www.cnbc.com/amp/2026/03/05/anthropic-pentagon-ai-claude-iran.htmlAtlantic Exclusive: https://archive.fo/20260301152646/https://www.theatlantic.com/technology/2026/03/inside-anthropics-killer-robot-dispute-with-the-pentagon/686200/#selection-941.61-941.212No Negotiation: https://x.com/USWREMichael/status/2029754965778907493$20B Doubling: https://archive.ph/20260304111124/https://www.bloomberg.com/news/articles/2026-03-03/anthropic-nears-20-billion-revenue-run-rate-amid-pentagon-feudMarch 2022 Interview: https://www.youtube.com/watch?v=uAA6PZkek4Ahttps://lmcouncil.ai/Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Just 48 hours after releasing GPT 5.3 Instant, OpenAI have released GPT 5.4 Thinking, so either their is an imminent singularity or perhaps we are being distracted from other news. This video will give 9 crucial bits of context, not just on the GPT 5.4 drop but on the background to the meltdown between the Pentagon and Anthropic. What does this say about the state of AI progress, your job, and what is next.


Check out my fast-growing (!) app, free to use, and code INSIDER15 for 15% off paid tiers: https://lmcouncil.ai

AI Insiders ($9!): https://www.patreon.com/AIExplained

Chapters:
00:00 - Introduction
01:06: GPT 5.4 Breakdown
05:06 - Closing the Loop
06:35 - Spiky Performance
10:31 - Advice
11:32 - Less Encouraging Developments - Fired Like Dogs
17:45 - But Used in Iran


GPT 5.4: https://openai.com/index/introducing-gpt-5-4/

Hallucinations: https://artificialanalysis.ai/evaluations/omniscience
Investment Banking Bench: https://x.com/bradlightcap/status/2029684672343728452
Move 37: https://x.com/nasqret/status/2029628846518010099
System Card: https://deploymentsafety.openai.com/gpt-5-4-thinking/gpt-5-4-thinking.pdf

Prediction Market Scandal: https://www.wired.com/story/openai-fires-employee-insider-trading-polymarket-kalshi/


GPT 5.3 Instant: https://openai.com/index/gpt-5-3-instant/

GDPVal: https://openai.com/index/gdpval/

Claude in Iran: https://www.washingtonpost.com/technology/2026/03/04/anthropic-ai-iran-campaign

‘Like Dogs’: https://x.com/AndrewCurran_/status/2029605783311470679

Altman leak: https://www.cnbc.com/2026/03/03/sam-altman-tells-openai-staff-operational-decisions-up-to-government.html

Original 2024 Switch: https://archive.fo/20240116172526/https://www.bloomberg.com/news/articles/2024-01-16/openai-working-with-us-military-on-cybersecurity-tools-for-veterans#selection-6173.83-6173.226

Amodei Original Memo: https://www.theinformation.com/articles/read-anthropic-ceos-memo-attacking-openais-mendacious-pentagon-announcement?rc=sy0ihq
Anthropic Apology: https://www.anthropic.com/news/where-stand-department-war
OpenAI Employee Reaction: https://x.com/tszzl/status/2029334980481212820

DoD Suppler Risk: https://www.cnbc.com/amp/2026/03/05/anthropic-pentagon-ai-claude-iran.html
Atlantic Exclusive: https://archive.fo/20260301152646/https://www.theatlantic.com/technology/2026/03/inside-anthropics-killer-robot-dispute-with-the-pentagon/686200/#selection-941.61-941.212
No Negotiation: https://x.com/USWREMichael/status/2029754965778907493

$20B Doubling: https://archive.ph/20260304111124/https://www.bloomberg.com/news/articles/2026-03-03/anthropic-nears-20-billion-revenue-run-rate-amid-pentagon-feud

March 2022 Interview: https://www.youtube.com/watch?v=uAA6PZkek4A

https://lmcouncil.ai/



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Podcast: https://aiexplainedopodcast.buzzsprout.com/

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]]> 1746 no Are We Back to Before? OpenAI 2.0, Inflection-2 and a Major AI Cancer Breakthrough Hopefully the last in a trilogy of videos covering the saga at OpenAI. New revelations on the return of Sam Altman, internal investigations, Microsoft demands and employee revolts. Plus a major new model previewed from Inflection, Claude 2.1 and a major pancreatic cancer breakthrough with AI. More non-OpenAI news to come.WSJ Exclusive: https://www.wsj.com/tech/ai/altman-firing-openai-520a3a8cAltman Tweet: https://twitter.com/sama/status/1727207458324848883Emily Chang: https://twitter.com/emilychangtv/status/1727228431396704557OpenAI Charter: https://openai.com/our-structure Geoffrey Irving Post: https://twitter.com/geoffreyirving/status/1726754270224023971Nadella Interview: https://www.youtube.com/watch?v=Ut9zcpOEGgc&t=1sKevin Scott Outreach: https://twitter.com/kevin_scott/status/1726971608706031670?ref_src=twsrc%5Etfw%7Ctwcamp%5Etweetembed%7Ctwterm%5E1726971608706031670%7Ctwgr%5E8c6b9e371b7b294478b806bf3fd70002cc344785%7Ctwcon%5Es1_&ref_url=https%3A%2F%2Fwww.bbc.co.uk%2Fnews%2Ftechnology-67484455NYT Exclusive: https://www.nytimes.com/2023/11/21/technology/openai-altman-board-fight.htmlToner Report: https://cset.georgetown.edu/publication/decoding-intentions/Sam Altman Comments: https://www.youtube.com/watch?v=3sWH2e5xpdo&t=86sOpen Letter from OpenAI: https://s.wsj.net/public/resources/documents/OpenAIletter.pdfAnthropic Merger: https://www.theinformation.com/articles/openai-approached-anthropic-about-merger?rc=sy0ihqNew Board: https://www.bloomberg.com/news/articles/2023-11-22/sam-altman-to-return-as-openai-ceo-with-a-new-board?srnd=premium-uk&embedded-checkout=trueAltman Blog: https://blog.samaltman.com/quoraNadella Statements: https://twitter.com/codejake/status/1726794158424424511https://twitter.com/satyanadella/status/1727207661547233721?ref_src=twsrc%5Etfw%7Ctwcamp%5Etweetembed%7Ctwterm%5E1727207661547233721%7Ctwgr%5Ef14cfdae2ac0873a85c1cc6cd2104444c9947991%7Ctwcon%5Es1_&ref_url=https%3A%2F%2Fwww.theverge.com%2F2023%2F11%2F22%2F23967223%2Fsam-altman-returns-ceo-open-aiLarry Summers Interview: https://twitter.com/BloombergTV/status/1644388988071886848Claude 2.1: https://www.anthropic.com/index/claude-2-1https://twitter.com/GregKamradt/status/1727018183608193393/photo/1Inflection 2: https://www.forbes.com/sites/alexkonrad/2023/11/22/inflection-ai-releases-2nd-model-on-gpt-4-heels/Cancer Detection: https://www.nature.com/articles/s41591-023-02640-w#Abs1https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 22:22:30 -0000 full AI Explained Hopefully the last in a trilogy of videos covering the saga at OpenAI. New revelations on the return of Sam Altman, internal investigations, Microsoft demands and employee revolts. Plus a major new model previewed from Inflection, Claude 2.1 and a major pancreatic cancer breakthrough with AI. More non-OpenAI news to come.WSJ Exclusive: https://www.wsj.com/tech/ai/altman-firing-openai-520a3a8cAltman Tweet: https://twitter.com/sama/status/1727207458324848883Emily Chang: https://twitter.com/emilychangtv/status/1727228431396704557OpenAI Charter: https://openai.com/our-structure Geoffrey Irving Post: https://twitter.com/geoffreyirving/status/1726754270224023971Nadella Interview: https://www.youtube.com/watch?v=Ut9zcpOEGgc&t=1sKevin Scott Outreach: https://twitter.com/kevin_scott/status/1726971608706031670?ref_src=twsrc%5Etfw%7Ctwcamp%5Etweetembed%7Ctwterm%5E1726971608706031670%7Ctwgr%5E8c6b9e371b7b294478b806bf3fd70002cc344785%7Ctwcon%5Es1_&ref_url=https%3A%2F%2Fwww.bbc.co.uk%2Fnews%2Ftechnology-67484455NYT Exclusive: https://www.nytimes.com/2023/11/21/technology/openai-altman-board-fight.htmlToner Report: https://cset.georgetown.edu/publication/decoding-intentions/Sam Altman Comments: https://www.youtube.com/watch?v=3sWH2e5xpdo&t=86sOpen Letter from OpenAI: https://s.wsj.net/public/resources/documents/OpenAIletter.pdfAnthropic Merger: https://www.theinformation.com/articles/openai-approached-anthropic-about-merger?rc=sy0ihqNew Board: https://www.bloomberg.com/news/articles/2023-11-22/sam-altman-to-return-as-openai-ceo-with-a-new-board?srnd=premium-uk&embedded-checkout=trueAltman Blog: https://blog.samaltman.com/quoraNadella Statements: https://twitter.com/codejake/status/1726794158424424511https://twitter.com/satyanadella/status/1727207661547233721?ref_src=twsrc%5Etfw%7Ctwcamp%5Etweetembed%7Ctwterm%5E1727207661547233721%7Ctwgr%5Ef14cfdae2ac0873a85c1cc6cd2104444c9947991%7Ctwcon%5Es1_&ref_url=https%3A%2F%2Fwww.theverge.com%2F2023%2F11%2F22%2F23967223%2Fsam-altman-returns-ceo-open-aiLarry Summers Interview: https://twitter.com/BloombergTV/status/1644388988071886848Claude 2.1: https://www.anthropic.com/index/claude-2-1https://twitter.com/GregKamradt/status/1727018183608193393/photo/1Inflection 2: https://www.forbes.com/sites/alexkonrad/2023/11/22/inflection-ai-releases-2nd-model-on-gpt-4-heels/Cancer Detection: https://www.nature.com/articles/s41591-023-02640-w#Abs1https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Hopefully the last in a trilogy of videos covering the saga at OpenAI. New revelations on the return of Sam Altman, internal investigations, Microsoft demands and employee revolts. Plus a major new model previewed from Inflection, Claude 2.1 and a major pancreatic cancer breakthrough with AI. More non-OpenAI news to come.

WSJ Exclusive: https://www.wsj.com/tech/ai/altman-firing-openai-520a3a8c
Altman Tweet: https://twitter.com/sama/status/1727207458324848883
Emily Chang: https://twitter.com/emilychangtv/status/1727228431396704557
OpenAI Charter: https://openai.com/our-structure
Geoffrey Irving Post: https://twitter.com/geoffreyirving/status/1726754270224023971
Nadella Interview: https://www.youtube.com/watch?v=Ut9zcpOEGgc&t=1s
Kevin Scott Outreach: https://twitter.com/kevin_scott/status/1726971608706031670?ref_src=twsrc%5Etfw%7Ctwcamp%5Etweetembed%7Ctwterm%5E1726971608706031670%7Ctwgr%5E8c6b9e371b7b294478b806bf3fd70002cc344785%7Ctwcon%5Es1_&ref_url=https%3A%2F%2Fwww.bbc.co.uk%2Fnews%2Ftechnology-67484455
NYT Exclusive: https://www.nytimes.com/2023/11/21/technology/openai-altman-board-fight.html
Toner Report: https://cset.georgetown.edu/publication/decoding-intentions/
Sam Altman Comments: https://www.youtube.com/watch?v=3sWH2e5xpdo&t=86s
Open Letter from OpenAI: https://s.wsj.net/public/resources/documents/OpenAIletter.pdf
Anthropic Merger: https://www.theinformation.com/articles/openai-approached-anthropic-about-merger?rc=sy0ihq
New Board: https://www.bloomberg.com/news/articles/2023-11-22/sam-altman-to-return-as-openai-ceo-with-a-new-board?srnd=premium-uk&embedded-checkout=true
Altman Blog: https://blog.samaltman.com/quora
Nadella Statements: https://twitter.com/codejake/status/1726794158424424511
https://twitter.com/satyanadella/status/1727207661547233721?ref_src=twsrc%5Etfw%7Ctwcamp%5Etweetembed%7Ctwterm%5E1727207661547233721%7Ctwgr%5Ef14cfdae2ac0873a85c1cc6cd2104444c9947991%7Ctwcon%5Es1_&ref_url=https%3A%2F%2Fwww.theverge.com%2F2023%2F11%2F22%2F23967223%2Fsam-altman-returns-ceo-open-ai
Larry Summers Interview: https://twitter.com/BloombergTV/status/1644388988071886848
Claude 2.1: https://www.anthropic.com/index/claude-2-1
https://twitter.com/GregKamradt/status/1727018183608193393/photo/1
Inflection 2: https://www.forbes.com/sites/alexkonrad/2023/11/22/inflection-ai-releases-2nd-model-on-gpt-4-heels/
Cancer Detection: https://www.nature.com/articles/s41591-023-02640-w#Abs1
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]]> 1328 no An ‘AI Bubble’? What Altman Actually said, the Facts and Nano Banana Wait, why did Sam Altman say AI was in a bubble? Or did he? Is it? 8 points for you to consider, before we all get distracted by Nano Banana.Chapters:00:00 - Introduction01:14 - Sam Altman Clarification02:30 - Media Calls a Bubble (for the tenth time)03:40 - MIT and McKinsey Analysed08:21 - Incremental Progress Deceptive12:07 - Reasoning Breakthroughs15:31 - CEOs might not know their products17:25 - But did stocks go down?17:31 - Media is Contradictory of coursehttps://donate.redcross.org.uk/appeal/gaza-crisis-appealBubble about to burst: https://www.telegraph.co.uk/business/2025/08/20/ai-report-triggering-panic-and-fear-on-wall-street/Nano Banana: https://blog.google/products/gemini/updated-image-editing-model/https://ai.studio/bananaMcKinsey Report: https://www.mckinsey.com/capabilities/quantumblack/our-insights/seizing-the-agentic-ai-advantage#/https://www.mckinsey.com/capabilities/quantumblack/our-insights/the-state-of-ai#/Revenue: https://www.wsj.com/tech/ai/mckinsey-consulting-firms-ai-strategy-89fbf1beMIT Report: https://mlq.ai/media/quarterly_decks/v0.1_State_of_AI_in_Business_2025_Report.pdfSafe Superintelligence: https://techcrunch.com/2025/04/12/openai-co-founder-ilya-sutskevers-safe-superintelligence-reportedly-valued-at-32b/Thinking Machines Lab: https://techcrunch.com/2025/07/15/mira-muratis-thinking-machines-lab-is-worth-12b-in-seed-round/WSJ Prediction 2024: https://www.wsj.com/tech/ai/the-ai-revolution-is-already-losing-steam-a93478b1WP Prediction 2023: https://www.washingtonpost.com/technology/2023/08/05/ai-hype-bubble-chatgpt/2025 Reality: https://www.theinformation.com/articles/openai-hits-12-billion-annualized-revenue-breaks-700-million-chatgpt-weekly-active-users?rc=sy0ihqAI Website: https://aislowdown.replit.app/?s=09Companies are Pouring Billions into AI: https://www.nytimes.com/2025/08/13/business/ai-business-payoff-lags.htmlConsumer Surplus: https://www.wsj.com/opinion/ais-overlooked-97-billion-contribution-to-the-economy-users-service-da6e8f55Figure AI robot: https://x.com/adcock_brett/status/1958193476639826383GDP Bet: https://x.com/adamdangelo/status/1627726566259318784?lang=enGenie 3 Immersion: https://x.com/holynski_/status/1953879983535141043https://x.com/elonmusk/status/1953861448431718662htttps://simple-bench.comMMMU: https://mmmu-benchmark.github.io/#leaderboard Prophet Arena: https://www.prophetarena.co/leaderboardNYT Jobs: https://www.nytimes.com/2025/08/19/opinion/ai-job-loss-deindustrialization.htmlDawn of Reasoning?: https://openreview.net/pdf?id=FkKBxp0FhRvs :https://arxiv.org/pdf/2403.04121ARC-AGI: https://arcprize.org/arc-agi/1/https://x.com/fchollet/status/1870169764762710376?lang=en-GBTuring Test: https://arxiv.org/pdf/2503.23674Mathematics of Starvation: https://www.theguardian.com/world/2025/jul/31/the-mathematics-of-starvation-how-israel-caused-a-famine-in-gazahttps://donate.redcross.org.uk/appeal/gaza-crisis-appealhttps://metr.org/blog/2025-07-10-early-2025-ai-experienced-os-dev-study/METR Interview: https://www.patreon.com/c/aiexplained/postsAlphaEvolve: https://deepmind.google/discover/blog/alphaevolve-a-gemini-powered-coding-agent-for-designing-advanced-algorithms/Paper: https://storage.googleapis.com/deepmind-media/DeepMind.com/Blog/alphaevolve-a-gemini-powered-coding-agent-for-designing-advanced-algorithms/AlphaEvolve.pdfAmodei: https://kantrowitz.medium.com/the-making-of-anthropic-ceo-dario-amodei-449777529dd6https://www.theloganbartlettshow.com/archive/ep-82-dario-amodeis-ai-predictions-through-2030#:~:text=DARIO%3A%20I%20think%20our%20concern,being%20responsible%20to%20accelerate%20thingsUnreleased OpenAI: https://x.com/alexwei_/status/1954966393419599962VLMs Tricked: https://x.com/an_vo12/status/1943715159559545186AI Insiders ($9!): https://www.patreon.com/AIExplainedNon-hype Newsletter: ht Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 21:53:45 -0000 full AI Explained Wait, why did Sam Altman say AI was in a bubble? Or did he? Is it? 8 points for you to consider, before we all get distracted by Nano Banana.Chapters:00:00 - Introduction01:14 - Sam Altman Clarification02:30 - Media Calls a Bubble (for the tenth time)03:40 - MIT and McKinsey Analysed08:21 - Incremental Progress Deceptive12:07 - Reasoning Breakthroughs15:31 - CEOs might not know their products17:25 - But did stocks go down?17:31 - Media is Contradictory of coursehttps://donate.redcross.org.uk/appeal/gaza-crisis-appealBubble about to burst: https://www.telegraph.co.uk/business/2025/08/20/ai-report-triggering-panic-and-fear-on-wall-street/Nano Banana: https://blog.google/products/gemini/updated-image-editing-model/https://ai.studio/bananaMcKinsey Report: https://www.mckinsey.com/capabilities/quantumblack/our-insights/seizing-the-agentic-ai-advantage#/https://www.mckinsey.com/capabilities/quantumblack/our-insights/the-state-of-ai#/Revenue: https://www.wsj.com/tech/ai/mckinsey-consulting-firms-ai-strategy-89fbf1beMIT Report: https://mlq.ai/media/quarterly_decks/v0.1_State_of_AI_in_Business_2025_Report.pdfSafe Superintelligence: https://techcrunch.com/2025/04/12/openai-co-founder-ilya-sutskevers-safe-superintelligence-reportedly-valued-at-32b/Thinking Machines Lab: https://techcrunch.com/2025/07/15/mira-muratis-thinking-machines-lab-is-worth-12b-in-seed-round/WSJ Prediction 2024: https://www.wsj.com/tech/ai/the-ai-revolution-is-already-losing-steam-a93478b1WP Prediction 2023: https://www.washingtonpost.com/technology/2023/08/05/ai-hype-bubble-chatgpt/2025 Reality: https://www.theinformation.com/articles/openai-hits-12-billion-annualized-revenue-breaks-700-million-chatgpt-weekly-active-users?rc=sy0ihqAI Website: https://aislowdown.replit.app/?s=09Companies are Pouring Billions into AI: https://www.nytimes.com/2025/08/13/business/ai-business-payoff-lags.htmlConsumer Surplus: https://www.wsj.com/opinion/ais-overlooked-97-billion-contribution-to-the-economy-users-service-da6e8f55Figure AI robot: https://x.com/adcock_brett/status/1958193476639826383GDP Bet: https://x.com/adamdangelo/status/1627726566259318784?lang=enGenie 3 Immersion: https://x.com/holynski_/status/1953879983535141043https://x.com/elonmusk/status/1953861448431718662htttps://simple-bench.comMMMU: https://mmmu-benchmark.github.io/#leaderboard Prophet Arena: https://www.prophetarena.co/leaderboardNYT Jobs: https://www.nytimes.com/2025/08/19/opinion/ai-job-loss-deindustrialization.htmlDawn of Reasoning?: https://openreview.net/pdf?id=FkKBxp0FhRvs :https://arxiv.org/pdf/2403.04121ARC-AGI: https://arcprize.org/arc-agi/1/https://x.com/fchollet/status/1870169764762710376?lang=en-GBTuring Test: https://arxiv.org/pdf/2503.23674Mathematics of Starvation: https://www.theguardian.com/world/2025/jul/31/the-mathematics-of-starvation-how-israel-caused-a-famine-in-gazahttps://donate.redcross.org.uk/appeal/gaza-crisis-appealhttps://metr.org/blog/2025-07-10-early-2025-ai-experienced-os-dev-study/METR Interview: https://www.patreon.com/c/aiexplained/postsAlphaEvolve: https://deepmind.google/discover/blog/alphaevolve-a-gemini-powered-coding-agent-for-designing-advanced-algorithms/Paper: https://storage.googleapis.com/deepmind-media/DeepMind.com/Blog/alphaevolve-a-gemini-powered-coding-agent-for-designing-advanced-algorithms/AlphaEvolve.pdfAmodei: https://kantrowitz.medium.com/the-making-of-anthropic-ceo-dario-amodei-449777529dd6https://www.theloganbartlettshow.com/archive/ep-82-dario-amodeis-ai-predictions-through-2030#:~:text=DARIO%3A%20I%20think%20our%20concern,being%20responsible%20to%20accelerate%20thingsUnreleased OpenAI: https://x.com/alexwei_/status/1954966393419599962VLMs Tricked: https://x.com/an_vo12/status/1943715159559545186AI Insiders ($9!): https://www.patreon.com/AIExplainedNon-hype Newsletter: ht Learn more about your ad choices. Visit megaphone.fm/adchoices Wait, why did Sam Altman say AI was in a bubble? Or did he? Is it? 8 points for you to consider, before we all get distracted by Nano Banana.

Chapters:
00:00 - Introduction
01:14 - Sam Altman Clarification
02:30 - Media Calls a Bubble (for the tenth time)
03:40 - MIT and McKinsey Analysed
08:21 - Incremental Progress Deceptive
12:07 - Reasoning Breakthroughs
15:31 - CEOs might not know their products
17:25 - But did stocks go down?
17:31 - Media is Contradictory of course


https://donate.redcross.org.uk/appeal/gaza-crisis-appeal


Bubble about to burst: https://www.telegraph.co.uk/business/2025/08/20/ai-report-triggering-panic-and-fear-on-wall-street/

Nano Banana: https://blog.google/products/gemini/updated-image-editing-model/
https://ai.studio/banana

McKinsey Report: https://www.mckinsey.com/capabilities/quantumblack/our-insights/seizing-the-agentic-ai-advantage#/
https://www.mckinsey.com/capabilities/quantumblack/our-insights/the-state-of-ai#/
Revenue: https://www.wsj.com/tech/ai/mckinsey-consulting-firms-ai-strategy-89fbf1be

MIT Report: https://mlq.ai/media/quarterly_decks/v0.1_State_of_AI_in_Business_2025_Report.pdf

Safe Superintelligence: https://techcrunch.com/2025/04/12/openai-co-founder-ilya-sutskevers-safe-superintelligence-reportedly-valued-at-32b/

Thinking Machines Lab: https://techcrunch.com/2025/07/15/mira-muratis-thinking-machines-lab-is-worth-12b-in-seed-round/

WSJ Prediction 2024: https://www.wsj.com/tech/ai/the-ai-revolution-is-already-losing-steam-a93478b1
WP Prediction 2023: https://www.washingtonpost.com/technology/2023/08/05/ai-hype-bubble-chatgpt/
2025 Reality: https://www.theinformation.com/articles/openai-hits-12-billion-annualized-revenue-breaks-700-million-chatgpt-weekly-active-users?rc=sy0ihq
AI Website: https://aislowdown.replit.app/?s=09

Companies are Pouring Billions into AI: https://www.nytimes.com/2025/08/13/business/ai-business-payoff-lags.html

Consumer Surplus: https://www.wsj.com/opinion/ais-overlooked-97-billion-contribution-to-the-economy-users-service-da6e8f55
Figure AI robot: https://x.com/adcock_brett/status/1958193476639826383

GDP Bet: https://x.com/adamdangelo/status/1627726566259318784?lang=en

Genie 3 Immersion: https://x.com/holynski_/status/1953879983535141043

https://x.com/elonmusk/status/1953861448431718662
htttps://simple-bench.com
MMMU: https://mmmu-benchmark.github.io/#leaderboard
Prophet Arena: https://www.prophetarena.co/leaderboard

NYT Jobs: https://www.nytimes.com/2025/08/19/opinion/ai-job-loss-deindustrialization.html

Dawn of Reasoning?: https://openreview.net/pdf?id=FkKBxp0FhR
vs :https://arxiv.org/pdf/2403.04121

ARC-AGI: https://arcprize.org/arc-agi/1/
https://x.com/fchollet/status/1870169764762710376?lang=en-GB

Turing Test: https://arxiv.org/pdf/2503.23674

Mathematics of Starvation: https://www.theguardian.com/world/2025/jul/31/the-mathematics-of-starvation-how-israel-caused-a-famine-in-gaza
https://donate.redcross.org.uk/appeal/gaza-crisis-appeal

https://metr.org/blog/2025-07-10-early-2025-ai-experienced-os-dev-study/

METR Interview: https://www.patreon.com/c/aiexplained/posts

AlphaEvolve: https://deepmind.google/discover/blog/alphaevolve-a-gemini-powered-coding-agent-for-designing-advanced-algorithms/
Paper: https://storage.googleapis.com/deepmind-media/DeepMind.com/Blog/alphaevolve-a-gemini-powered-coding-agent-for-designing-advanced-algorithms/AlphaEvolve.pdf

Amodei: https://kantrowitz.medium.com/the-making-of-anthropic-ceo-dario-amodei-449777529dd6
https://www.theloganbartlettshow.com/archive/ep-82-dario-amodeis-ai-predictions-through-2030#:~:text=DARIO%3A%20I%20think%20our%20concern,being%20responsible%20to%20accelerate%20things
Unreleased OpenAI: https://x.com/alexwei_/status/1954966393419599962

VLMs Tricked: https://x.com/an_vo12/status/1943715159559545186



AI Insiders ($9!): https://www.patreon.com/AIExplained



Non-hype Newsletter: ht

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]]> 1509 no GPT 4 Turbo-Charged? Plus Custom GPTS, Grok, AGI Tier List, Vision Demos, Whisper V3 and more A new AI Explained Custom GPT? What has the world come to. Well, let's find out, as we're gonna dive into everything from context window performance, Grok AI, Olympus, Gauss, Vision and TTS API use cases, the crazy new Runway Gen 2 update, the 1st AI Machine, and a fascinating new AGI tier list (with some questionable claims) from Google DeepMind. Plus, we'll start to investigate whether GPT-4 Turbo is actually smarter...https://www.patreon.com/AIExplainedDev Day: https://www.youtube.com/watch?v=U9mJuUkhUzk&t=1138s Runway gen 2 Update: https://twitter.com/runwayml/status/1721904845601579437Context Window: https://twitter.com/GregKamradt/status/1722386725635580292/photo/1 GPT 4 Turbo Smarter?: https://twitter.com/wangzjeff/status/1721934560919994823/photo/1https://pbs.twimg.com/media/F-dXZtsaEAAd9H6?format=png&name=smallRobert Lukoshko: https://twitter.com/Karmedge/status/1721777152658444773WebcamGPT: https://twitter.com/skalskip92/status/1721991055829348537Sports Commentary @geepytee: https://twitter.com/geepytee/status/1721705524176257296Whisper v3: https://github.com/openai/whisperGrok: https://x.ai/Amazon Olympus: https://www.businessinsider.com/amazon-is-building-ai-model-olympus-compete-with-openai-google-2023-11?r=US&IR=TSamsung Gauss: https://techcrunch.com/2023/11/08/samsung-unveils-chatgpt-alternative-samsung-gauss-that-can-generate-text-code-and-images/Physical Device 1stAI Machine: https://twitter.com/c_valenzuelab/status/1720487169997824163Cristobal Valenzuela: https://twitter.com/c_valenzuelab/status/1721963131591692744Infiniteyay: https://twitter.com/infiniteyay/status/ 1721858324839481843 https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 21:53:45 -0000 full AI Explained A new AI Explained Custom GPT? What has the world come to. Well, let's find out, as we're gonna dive into everything from context window performance, Grok AI, Olympus, Gauss, Vision and TTS API use cases, the crazy new Runway Gen 2 update, the 1st AI Machine, and a fascinating new AGI tier list (with some questionable claims) from Google DeepMind. Plus, we'll start to investigate whether GPT-4 Turbo is actually smarter...https://www.patreon.com/AIExplainedDev Day: https://www.youtube.com/watch?v=U9mJuUkhUzk&t=1138s Runway gen 2 Update: https://twitter.com/runwayml/status/1721904845601579437Context Window: https://twitter.com/GregKamradt/status/1722386725635580292/photo/1 GPT 4 Turbo Smarter?: https://twitter.com/wangzjeff/status/1721934560919994823/photo/1https://pbs.twimg.com/media/F-dXZtsaEAAd9H6?format=png&name=smallRobert Lukoshko: https://twitter.com/Karmedge/status/1721777152658444773WebcamGPT: https://twitter.com/skalskip92/status/1721991055829348537Sports Commentary @geepytee: https://twitter.com/geepytee/status/1721705524176257296Whisper v3: https://github.com/openai/whisperGrok: https://x.ai/Amazon Olympus: https://www.businessinsider.com/amazon-is-building-ai-model-olympus-compete-with-openai-google-2023-11?r=US&IR=TSamsung Gauss: https://techcrunch.com/2023/11/08/samsung-unveils-chatgpt-alternative-samsung-gauss-that-can-generate-text-code-and-images/Physical Device 1stAI Machine: https://twitter.com/c_valenzuelab/status/1720487169997824163Cristobal Valenzuela: https://twitter.com/c_valenzuelab/status/1721963131591692744Infiniteyay: https://twitter.com/infiniteyay/status/ 1721858324839481843 https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices A new AI Explained Custom GPT? What has the world come to. Well, let's find out, as we're gonna dive into everything from context window performance, Grok AI, Olympus, Gauss, Vision and TTS API use cases, the crazy new Runway Gen 2 update, the 1st AI Machine, and a fascinating new AGI tier list (with some questionable claims) from Google DeepMind. Plus, we'll start to investigate whether GPT-4 Turbo is actually smarter...

https://www.patreon.com/AIExplained

Dev Day: https://www.youtube.com/watch?v=U9mJuUkhUzk&t=1138s
Runway gen 2 Update: https://twitter.com/runwayml/status/1721904845601579437
Context Window: https://twitter.com/GregKamradt/status/1722386725635580292/photo/1
GPT 4 Turbo Smarter?: https://twitter.com/wangzjeff/status/1721934560919994823/photo/1
https://pbs.twimg.com/media/F-dXZtsaEAAd9H6?format=png&name=small
Robert Lukoshko: https://twitter.com/Karmedge/status/1721777152658444773
WebcamGPT: https://twitter.com/skalskip92/status/1721991055829348537
Sports Commentary @geepytee: https://twitter.com/geepytee/status/1721705524176257296
Whisper v3: https://github.com/openai/whisper
Grok: https://x.ai/
Amazon Olympus: https://www.businessinsider.com/amazon-is-building-ai-model-olympus-compete-with-openai-google-2023-11?r=US&IR=T
Samsung Gauss: https://techcrunch.com/2023/11/08/samsung-unveils-chatgpt-alternative-samsung-gauss-that-can-generate-text-code-and-images/
Physical Device 1stAI Machine: https://twitter.com/c_valenzuelab/status/1720487169997824163
Cristobal Valenzuela: https://twitter.com/c_valenzuelab/status/1721963131591692744
Infiniteyay: https://twitter.com/infiniteyay/status/ 1721858324839481843

https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/

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]]> 1472 no 12 New Code Interpreter Uses (Image to 3D, Book Scans, Multiple Datasets, Error Analysis ... ) Code Interpreter could be the ultimate plug-in, and you judge for yourself by the end of these 12 examples. If you didn't have to re-evaluate after my previous 23 use cases, try these!From scanning 340k word books (Anna Karenina), to correlating multiple files simultaneously, from ASCII Art to advanced mathematics, and from spotting a data error in a massive spreadsheet to outputting pdfs and powerpoints, GPT 4 has been given a lot of work by me these last few days. See for yourself, and suggest more plug in experiments to be run!https://www.contextures.com/excelsampledatafoodsales.htmlhttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 21:25:00 -0000 full AI Explained Code Interpreter could be the ultimate plug-in, and you judge for yourself by the end of these 12 examples. If you didn't have to re-evaluate after my previous 23 use cases, try these!From scanning 340k word books (Anna Karenina), to correlating multiple files simultaneously, from ASCII Art to advanced mathematics, and from spotting a data error in a massive spreadsheet to outputting pdfs and powerpoints, GPT 4 has been given a lot of work by me these last few days. See for yourself, and suggest more plug in experiments to be run!https://www.contextures.com/excelsampledatafoodsales.htmlhttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Code Interpreter could be the ultimate plug-in, and you judge for yourself by the end of these 12 examples. If you didn't have to re-evaluate after my previous 23 use cases, try these!

From scanning 340k word books (Anna Karenina), to correlating multiple files simultaneously, from ASCII Art to advanced mathematics, and from spotting a data error in a massive spreadsheet to outputting pdfs and powerpoints, GPT 4 has been given a lot of work by me these last few days. See for yourself, and suggest more plug in experiments to be run!

https://www.contextures.com/excelsampledatafoodsales.html

https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/

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]]> 1178 no What the Freakiness of 2025 in AI Tells Us About 2026 It’s probably not possible to satisfactorily condense a 12 month’s worth of weird progress in AI, as well as predictions for the year to come, into one video. But I’m gonna try anyway because it has been a very strange time.http://matsprogram.org/s26-aieMy new app! https://lmcouncil.aiPatreon Interview: https://www.patreon.com/posts/robot-in-your-27-146376094Chapters:00:00 - Introduction00:34 - Reasoning Models … and limits02:54 - A playable world03:36 - Realism03:50 - AI Slop gone mainstream05:03 - DolphinGemma05:39 - Public Mood07:34 - AI Enlisted08:30 - GPT-511:05 - Open Weight not out13:00 - METR Breakout17:30 - VASA-118:28 - Lateral Productivity20:15 - 1 or 1000 benchmarks needed?24:54 - Continual Learning + Altman on Superintelligence28:08 - Automated Information Discovery ft AlphaEvolveHassabis on Generality: https://x.com/demishassabis/status/2003097405026193809https://www.youtube.com/watch?v=PqVbypvxDtoGemini 3: https://storage.googleapis.com/gweb-uniblog-publish-prod/original_images/gemini_3_table_final_HLE_Tools_on.gifReasoning Trade-offs: https://arxiv.org/pdf/2504.13837DolphinGemma: https://blog.google/technology/ai/dolphingemma/?s=09Genie 3: https://deepmind.google/blog/genie-3-a-new-frontier-for-world-models/METR Time Horizon: https://arxiv.org/pdf/2503.14499https://metr.org/blog/2025-03-19-measuring-ai-ability-to-complete-long-tasks/Flaws: https://x.com/ShashwatGoel7/status/2002369517499105443https://shash42.substack.com/p/how-to-game-the-metr-plothttps://x.com/METR_Evals/status/2002203627377574113GPT-5 - Altman phd in everything: https://edition.cnn.com/2025/08/14/business/chatgpt-rollout-problemshttps://simple-bench.com/AI Slop: https://www.youtube.com/watch?v=I_3vxoJDD9khttps://www.theguardian.com/technology/2025/dec/16/boost-for-artists-in-ai-copyright-battle-as-only-3-per-cent-back-uk-active-opt-out-planSurvey: https://x.com/SearchlightInst/status/2001057144842387920/photo/1Nvidia Nemotron: https://x.com/percyliang/status/2000608134205985169OpenAI Compute Flywheel: https://x.com/OpenAI/status/2001363007209914399/photo/1Altman Interview: https://www.youtube.com/watch?v=2P27Ef-LLuQAI in Govt: https://x.com/jdcmedlock/status/1939814516503847259Benchmark Gaming: https://techcrunch.com/2025/04/07/meta-exec-denies-the-company-artificially-boosted-llama-4s-benchmark-scores/AlphaEvolve: https://deepmind.google/blog/alphaevolve-a-gemini-powered-coding-agent-for-designing-advanced-algorithms/https://storage.googleapis.com/deepmind-media/DeepMind.com/Blog/alphaevolve-a-gemini-powered-coding-agent-for-designing-advanced-algorithms/AlphaEvolve.pdf?utm_source=deepmind.google&utm_medium=referral&utm_campaign=gdm&utm_content=Continual Learning: https://abehrouz.github.io/files/NL.pdfJob Risk: https://archive.ph/20250708204527/https://www.axios.com/2025/05/28/ai-jobs-white-collar-unemployment-anthropicGPT4o: https://x.com/AISafetyMemes/status/1916889492172013989Vasa-1: https://www.microsoft.com/en-us/research/project/vasa-1/Three Views: https://www.lesswrong.com/posts/K2D45BNxnZjdpSX2j/ai-timelinesTuring Test: https://x.com/tunguz/status/1907185471211422147Karpathy Year in Review: https://karpathy.bearblog.dev/year-in-review-2025/LLM Brainrot: https://arxiv.org/pdf/2510.13928Lateral Productivity: https://www.aisi.gov.uk/frontier-ai-trends-reportEmotional Quotient: https://arxiv.org/pdf/2511.08394Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/AI Insiders ($9!): https://www.patreon.com/AIExplainedReasoning Models would boost results but not change paradigmGenie 3 makes the world playable (literally, in the case of yesterday’s news)DolphinDecodingVeo 3.1 / Sora 2 / Nano Banana Pro / Elevenlabs Voice/MusicBut AI slop everywherePublic attitude very mixed (Hassabis)AI gets e Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 21:25:00 -0000 full AI Explained It’s probably not possible to satisfactorily condense a 12 month’s worth of weird progress in AI, as well as predictions for the year to come, into one video. But I’m gonna try anyway because it has been a very strange time.http://matsprogram.org/s26-aieMy new app! https://lmcouncil.aiPatreon Interview: https://www.patreon.com/posts/robot-in-your-27-146376094Chapters:00:00 - Introduction00:34 - Reasoning Models … and limits02:54 - A playable world03:36 - Realism03:50 - AI Slop gone mainstream05:03 - DolphinGemma05:39 - Public Mood07:34 - AI Enlisted08:30 - GPT-511:05 - Open Weight not out13:00 - METR Breakout17:30 - VASA-118:28 - Lateral Productivity20:15 - 1 or 1000 benchmarks needed?24:54 - Continual Learning + Altman on Superintelligence28:08 - Automated Information Discovery ft AlphaEvolveHassabis on Generality: https://x.com/demishassabis/status/2003097405026193809https://www.youtube.com/watch?v=PqVbypvxDtoGemini 3: https://storage.googleapis.com/gweb-uniblog-publish-prod/original_images/gemini_3_table_final_HLE_Tools_on.gifReasoning Trade-offs: https://arxiv.org/pdf/2504.13837DolphinGemma: https://blog.google/technology/ai/dolphingemma/?s=09Genie 3: https://deepmind.google/blog/genie-3-a-new-frontier-for-world-models/METR Time Horizon: https://arxiv.org/pdf/2503.14499https://metr.org/blog/2025-03-19-measuring-ai-ability-to-complete-long-tasks/Flaws: https://x.com/ShashwatGoel7/status/2002369517499105443https://shash42.substack.com/p/how-to-game-the-metr-plothttps://x.com/METR_Evals/status/2002203627377574113GPT-5 - Altman phd in everything: https://edition.cnn.com/2025/08/14/business/chatgpt-rollout-problemshttps://simple-bench.com/AI Slop: https://www.youtube.com/watch?v=I_3vxoJDD9khttps://www.theguardian.com/technology/2025/dec/16/boost-for-artists-in-ai-copyright-battle-as-only-3-per-cent-back-uk-active-opt-out-planSurvey: https://x.com/SearchlightInst/status/2001057144842387920/photo/1Nvidia Nemotron: https://x.com/percyliang/status/2000608134205985169OpenAI Compute Flywheel: https://x.com/OpenAI/status/2001363007209914399/photo/1Altman Interview: https://www.youtube.com/watch?v=2P27Ef-LLuQAI in Govt: https://x.com/jdcmedlock/status/1939814516503847259Benchmark Gaming: https://techcrunch.com/2025/04/07/meta-exec-denies-the-company-artificially-boosted-llama-4s-benchmark-scores/AlphaEvolve: https://deepmind.google/blog/alphaevolve-a-gemini-powered-coding-agent-for-designing-advanced-algorithms/https://storage.googleapis.com/deepmind-media/DeepMind.com/Blog/alphaevolve-a-gemini-powered-coding-agent-for-designing-advanced-algorithms/AlphaEvolve.pdf?utm_source=deepmind.google&utm_medium=referral&utm_campaign=gdm&utm_content=Continual Learning: https://abehrouz.github.io/files/NL.pdfJob Risk: https://archive.ph/20250708204527/https://www.axios.com/2025/05/28/ai-jobs-white-collar-unemployment-anthropicGPT4o: https://x.com/AISafetyMemes/status/1916889492172013989Vasa-1: https://www.microsoft.com/en-us/research/project/vasa-1/Three Views: https://www.lesswrong.com/posts/K2D45BNxnZjdpSX2j/ai-timelinesTuring Test: https://x.com/tunguz/status/1907185471211422147Karpathy Year in Review: https://karpathy.bearblog.dev/year-in-review-2025/LLM Brainrot: https://arxiv.org/pdf/2510.13928Lateral Productivity: https://www.aisi.gov.uk/frontier-ai-trends-reportEmotional Quotient: https://arxiv.org/pdf/2511.08394Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/AI Insiders ($9!): https://www.patreon.com/AIExplainedReasoning Models would boost results but not change paradigmGenie 3 makes the world playable (literally, in the case of yesterday’s news)DolphinDecodingVeo 3.1 / Sora 2 / Nano Banana Pro / Elevenlabs Voice/MusicBut AI slop everywherePublic attitude very mixed (Hassabis)AI gets e Learn more about your ad choices. Visit megaphone.fm/adchoices It’s probably not possible to satisfactorily condense a 12 month’s worth of weird progress in AI, as well as predictions for the year to come, into one video. But I’m gonna try anyway because it has been a very strange time.

http://matsprogram.org/s26-aie


My new app! https://lmcouncil.ai


Patreon Interview: https://www.patreon.com/posts/robot-in-your-27-146376094

Chapters:
00:00 - Introduction
00:34 - Reasoning Models … and limits
02:54 - A playable world
03:36 - Realism
03:50 - AI Slop gone mainstream
05:03 - DolphinGemma
05:39 - Public Mood
07:34 - AI Enlisted
08:30 - GPT-5
11:05 - Open Weight not out
13:00 - METR Breakout
17:30 - VASA-1
18:28 - Lateral Productivity
20:15 - 1 or 1000 benchmarks needed?
24:54 - Continual Learning + Altman on Superintelligence
28:08 - Automated Information Discovery ft AlphaEvolve


Hassabis on Generality: https://x.com/demishassabis/status/2003097405026193809
https://www.youtube.com/watch?v=PqVbypvxDto

Gemini 3: https://storage.googleapis.com/gweb-uniblog-publish-prod/original_images/gemini_3_table_final_HLE_Tools_on.gif
Reasoning Trade-offs: https://arxiv.org/pdf/2504.13837

DolphinGemma: https://blog.google/technology/ai/dolphingemma/?s=09

Genie 3: https://deepmind.google/blog/genie-3-a-new-frontier-for-world-models/

METR Time Horizon: https://arxiv.org/pdf/2503.14499
https://metr.org/blog/2025-03-19-measuring-ai-ability-to-complete-long-tasks/
Flaws: https://x.com/ShashwatGoel7/status/2002369517499105443
https://shash42.substack.com/p/how-to-game-the-metr-plot
https://x.com/METR_Evals/status/2002203627377574113

GPT-5 - Altman phd in everything: https://edition.cnn.com/2025/08/14/business/chatgpt-rollout-problems

https://simple-bench.com/

AI Slop: https://www.youtube.com/watch?v=I_3vxoJDD9k
https://www.theguardian.com/technology/2025/dec/16/boost-for-artists-in-ai-copyright-battle-as-only-3-per-cent-back-uk-active-opt-out-plan

Survey: https://x.com/SearchlightInst/status/2001057144842387920/photo/1

Nvidia Nemotron: https://x.com/percyliang/status/2000608134205985169

OpenAI Compute Flywheel: https://x.com/OpenAI/status/2001363007209914399/photo/1
Altman Interview: https://www.youtube.com/watch?v=2P27Ef-LLuQ

AI in Govt: https://x.com/jdcmedlock/status/1939814516503847259

Benchmark Gaming: https://techcrunch.com/2025/04/07/meta-exec-denies-the-company-artificially-boosted-llama-4s-benchmark-scores/

AlphaEvolve: https://deepmind.google/blog/alphaevolve-a-gemini-powered-coding-agent-for-designing-advanced-algorithms/
https://storage.googleapis.com/deepmind-media/DeepMind.com/Blog/alphaevolve-a-gemini-powered-coding-agent-for-designing-advanced-algorithms/AlphaEvolve.pdf?utm_source=deepmind.google&utm_medium=referral&utm_campaign=gdm&utm_content=
Continual Learning: https://abehrouz.github.io/files/NL.pdf

Job Risk: https://archive.ph/20250708204527/https://www.axios.com/2025/05/28/ai-jobs-white-collar-unemployment-anthropic

GPT4o: https://x.com/AISafetyMemes/status/1916889492172013989

Vasa-1: https://www.microsoft.com/en-us/research/project/vasa-1/

Three Views: https://www.lesswrong.com/posts/K2D45BNxnZjdpSX2j/ai-timelines
Turing Test: https://x.com/tunguz/status/1907185471211422147

Karpathy Year in Review: https://karpathy.bearblog.dev/year-in-review-2025/

LLM Brainrot: https://arxiv.org/pdf/2510.13928

Lateral Productivity: https://www.aisi.gov.uk/frontier-ai-trends-report

Emotional Quotient: https://arxiv.org/pdf/2511.08394

Non-hype Newsletter: https://signaltonoise.beehiiv.com/

Podcast: https://aiexplainedopodcast.buzzsprout.com/


AI Insiders ($9!): https://www.patreon.com/AIExplained



Reasoning Models would boost results but not change paradigm
Genie 3 makes the world playable (literally, in the case of yesterday’s news)
DolphinDecoding
Veo 3.1 / Sora 2 / Nano Banana Pro / Elevenlabs Voice/Music
But AI slop everywhere
Public attitude very mixed (Hassabis)
AI gets e

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 2501 no GPT 4 Got Upgraded - Code Interpreter (ft. Image Editing, MP4s, 3D Plots, Data Analytics and more!) GPT 4 Code Interpreter is unlike any other plug-in. It upgrades GPT 4 to a whole new level. I am going to show you 18 use-cases (actually more like 23), including image editing (wait till the end!), text-to-speech, video editing, 3d modelling, data analytics, QR Codes, times series, sankey diagrams, steganography, mp4s, GIFs, treemaps, better math, editing csv and excel files and much much more!Whether you are a professional looking to transform your data analytics, an observer concerned about GPT X escaping from an island (!), a student looking to do a heatmap, venn diagram or radial bar plot, this video is for you. Featuring a dozen visualisations using the Code Interpreter GPT 4 plugin that have not been seen before (to the best of my knowledge), I will show you it all, and give you killer tips along the way.https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 20:56:15 -0000 full AI Explained GPT 4 Code Interpreter is unlike any other plug-in. It upgrades GPT 4 to a whole new level. I am going to show you 18 use-cases (actually more like 23), including image editing (wait till the end!), text-to-speech, video editing, 3d modelling, data analytics, QR Codes, times series, sankey diagrams, steganography, mp4s, GIFs, treemaps, better math, editing csv and excel files and much much more!Whether you are a professional looking to transform your data analytics, an observer concerned about GPT X escaping from an island (!), a student looking to do a heatmap, venn diagram or radial bar plot, this video is for you. Featuring a dozen visualisations using the Code Interpreter GPT 4 plugin that have not been seen before (to the best of my knowledge), I will show you it all, and give you killer tips along the way.https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices GPT 4 Code Interpreter is unlike any other plug-in. It upgrades GPT 4 to a whole new level. I am going to show you 18 use-cases (actually more like 23), including image editing (wait till the end!), text-to-speech, video editing, 3d modelling, data analytics, QR Codes, times series, sankey diagrams, steganography, mp4s, GIFs, treemaps, better math, editing csv and excel files and much much more!

Whether you are a professional looking to transform your data analytics, an observer concerned about GPT X escaping from an island (!), a student looking to do a heatmap, venn diagram or radial bar plot, this video is for you. Featuring a dozen visualisations using the Code Interpreter GPT 4 plugin that have not been seen before (to the best of my knowledge), I will show you it all, and give you killer tips along the way.

https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/

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]]> 1957 no Do We Get the $100 Trillion AI Windfall? Sam Altman's Plans, Jobs and the Falling Cost of Intelligence Sam Altman predicted this week that OpenAI could capture up to $100 trillion of the world's wealth. But what are his plans for OpenAI to distribute that wealth? I analyse all three plans, cover his financial stake, his case for UBI, a science org and the American Equity Fund.From papers and interviews released in recent days, I go over his predictions for massive inequality, which jobs will be impacted most, what tasks OpenAI thinks will be automated, recent surveys of business leaders and their plans to use ChatGPT for job replacement, the Goldman Sachs job analysis and which jobs Altman thinks will be hit first (customer service).I also cover two recent productivity experiments to test the impact of GPT models and the YouGov survey on stopping it all. President Biden weighs in, Levi's gets backlash, Wired thinks human work has a chance and Sam reveals his back-up plan to use AGI to solve AGI's problems.NYT Altman Plans: https://www.nytimes.com/2023/03/31/technology/sam-altman-open-ai-chatgpt.htmlWSJ piece on Altman: https://www.wsj.com/articles/chatgpt-sam-altman-artificial-intelligence-openai-b0e1c8c9Strictly VC interview: https://www.youtube.com/watch?v=ebjkD1Om4uw&t=350sAltman UBI: https://twitter.com/sama/status/1521939983673659392Techcrunch UBI: https://techcrunch.com/2023/02/21/the-non-profits-accelerating-sam-altmans-ai-vision/?guccounter=1&guce_referrer=aHR0cHM6Ly93d3cuZ29vZ2xlLmNvbS8&guce_referrer_sig=AQAAABrvoC-VT5Tq17g7IGo-RzdxAjrhn0J_XSKW39BWUUiAqyv_255bToPEhUVluxzteG1R7Iv57IjRAdG8h7q2mSPSlPmlXgGKB7gEH83oWnM7bHxSwIQ6HEXAFxtNTp_tKuCV7wVol3yYRY8f1VsBmGGFKlv7vAg6NcDqGU1FHWzXAltman Blog: https://moores.samaltman.com/Altman Fridman: https://www.youtube.com/watch?v=qof80Sy3__8Altman Greylock: https://www.youtube.com/watch?v=WHoWGNQRXb0Altman 'Get Rich' Tweet: https://twitter.com/sama/status/1625186078599811072?lang=enGPTs are GPTs: https://arxiv.org/pdf/2303.10130.pdfSutskever Fridman: https://www.youtube.com/watch?v=13CZPWmke6A&t=3945sResumeBuilder Survey: https://www.resumebuilder.com/1-in-4-companies-have-already-replaced-workers-with-chatgpt/Goldman Sachs Analysis: https://app.box.com/s/1gci1adaueg3i5ajsin3gg62rm7b00h4GPT 4 Technical Report: https://arxiv.org/pdf/2303.08774.pdfAltman AI Field Notes: https://www.youtube.com/watch?v=tPJIpx3KscYGithub Experiment: https://github.blog/2022-09-07-research-quantifying-github-copilots-impact-on-developer-productivity-and-happiness/White Collar Experiment: https://economics.mit.edu/sites/default/files/inline-files/Noy_Zhang_1.pdfYouGov Survey: https://today.yougov.com/topics/technology/survey-results/daily/2023/04/03/ad825/2Biden AI Tweet: https://twitter.com/POTUS/status/1643359035398184960Levis AI Models: https://www.theverge.com/2023/3/27/23658385/levis-ai-generated-clothing-model-diversity-denimAltman UBI Fridman: https://www.youtube.com/watch?v=_yfQrtKjtH4Wired AI Art: https://www.wired.com/story/art-artificial-intelligence-history/https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 20:56:15 -0000 full AI Explained Sam Altman predicted this week that OpenAI could capture up to $100 trillion of the world's wealth. But what are his plans for OpenAI to distribute that wealth? I analyse all three plans, cover his financial stake, his case for UBI, a science org and the American Equity Fund.From papers and interviews released in recent days, I go over his predictions for massive inequality, which jobs will be impacted most, what tasks OpenAI thinks will be automated, recent surveys of business leaders and their plans to use ChatGPT for job replacement, the Goldman Sachs job analysis and which jobs Altman thinks will be hit first (customer service).I also cover two recent productivity experiments to test the impact of GPT models and the YouGov survey on stopping it all. President Biden weighs in, Levi's gets backlash, Wired thinks human work has a chance and Sam reveals his back-up plan to use AGI to solve AGI's problems.NYT Altman Plans: https://www.nytimes.com/2023/03/31/technology/sam-altman-open-ai-chatgpt.htmlWSJ piece on Altman: https://www.wsj.com/articles/chatgpt-sam-altman-artificial-intelligence-openai-b0e1c8c9Strictly VC interview: https://www.youtube.com/watch?v=ebjkD1Om4uw&t=350sAltman UBI: https://twitter.com/sama/status/1521939983673659392Techcrunch UBI: https://techcrunch.com/2023/02/21/the-non-profits-accelerating-sam-altmans-ai-vision/?guccounter=1&guce_referrer=aHR0cHM6Ly93d3cuZ29vZ2xlLmNvbS8&guce_referrer_sig=AQAAABrvoC-VT5Tq17g7IGo-RzdxAjrhn0J_XSKW39BWUUiAqyv_255bToPEhUVluxzteG1R7Iv57IjRAdG8h7q2mSPSlPmlXgGKB7gEH83oWnM7bHxSwIQ6HEXAFxtNTp_tKuCV7wVol3yYRY8f1VsBmGGFKlv7vAg6NcDqGU1FHWzXAltman Blog: https://moores.samaltman.com/Altman Fridman: https://www.youtube.com/watch?v=qof80Sy3__8Altman Greylock: https://www.youtube.com/watch?v=WHoWGNQRXb0Altman 'Get Rich' Tweet: https://twitter.com/sama/status/1625186078599811072?lang=enGPTs are GPTs: https://arxiv.org/pdf/2303.10130.pdfSutskever Fridman: https://www.youtube.com/watch?v=13CZPWmke6A&t=3945sResumeBuilder Survey: https://www.resumebuilder.com/1-in-4-companies-have-already-replaced-workers-with-chatgpt/Goldman Sachs Analysis: https://app.box.com/s/1gci1adaueg3i5ajsin3gg62rm7b00h4GPT 4 Technical Report: https://arxiv.org/pdf/2303.08774.pdfAltman AI Field Notes: https://www.youtube.com/watch?v=tPJIpx3KscYGithub Experiment: https://github.blog/2022-09-07-research-quantifying-github-copilots-impact-on-developer-productivity-and-happiness/White Collar Experiment: https://economics.mit.edu/sites/default/files/inline-files/Noy_Zhang_1.pdfYouGov Survey: https://today.yougov.com/topics/technology/survey-results/daily/2023/04/03/ad825/2Biden AI Tweet: https://twitter.com/POTUS/status/1643359035398184960Levis AI Models: https://www.theverge.com/2023/3/27/23658385/levis-ai-generated-clothing-model-diversity-denimAltman UBI Fridman: https://www.youtube.com/watch?v=_yfQrtKjtH4Wired AI Art: https://www.wired.com/story/art-artificial-intelligence-history/https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Sam Altman predicted this week that OpenAI could capture up to $100 trillion of the world's wealth. But what are his plans for OpenAI to distribute that wealth? I analyse all three plans, cover his financial stake, his case for UBI, a science org and the American Equity Fund.

From papers and interviews released in recent days, I go over his predictions for massive inequality, which jobs will be impacted most, what tasks OpenAI thinks will be automated, recent surveys of business leaders and their plans to use ChatGPT for job replacement, the Goldman Sachs job analysis and which jobs Altman thinks will be hit first (customer service).

I also cover two recent productivity experiments to test the impact of GPT models and the YouGov survey on stopping it all. President Biden weighs in, Levi's gets backlash, Wired thinks human work has a chance and Sam reveals his back-up plan to use AGI to solve AGI's problems.

NYT Altman Plans: https://www.nytimes.com/2023/03/31/technology/sam-altman-open-ai-chatgpt.html
WSJ piece on Altman: https://www.wsj.com/articles/chatgpt-sam-altman-artificial-intelligence-openai-b0e1c8c9
Strictly VC interview: https://www.youtube.com/watch?v=ebjkD1Om4uw&t=350s
Altman UBI: https://twitter.com/sama/status/1521939983673659392
Techcrunch UBI: https://techcrunch.com/2023/02/21/the-non-profits-accelerating-sam-altmans-ai-vision/?guccounter=1&guce_referrer=aHR0cHM6Ly93d3cuZ29vZ2xlLmNvbS8&guce_referrer_sig=AQAAABrvoC-VT5Tq17g7IGo-RzdxAjrhn0J_XSKW39BWUUiAqyv_255bToPEhUVluxzteG1R7Iv57IjRAdG8h7q2mSPSlPmlXgGKB7gEH83oWnM7bHxSwIQ6HEXAFxtNTp_tKuCV7wVol3yYRY8f1VsBmGGFKlv7vAg6NcDqGU1FHWzX
Altman Blog: https://moores.samaltman.com/
Altman Fridman: https://www.youtube.com/watch?v=qof80Sy3__8
Altman Greylock: https://www.youtube.com/watch?v=WHoWGNQRXb0
Altman 'Get Rich' Tweet: https://twitter.com/sama/status/1625186078599811072?lang=en
GPTs are GPTs: https://arxiv.org/pdf/2303.10130.pdf
Sutskever Fridman: https://www.youtube.com/watch?v=13CZPWmke6A&t=3945s
ResumeBuilder Survey: https://www.resumebuilder.com/1-in-4-companies-have-already-replaced-workers-with-chatgpt/
Goldman Sachs Analysis: https://app.box.com/s/1gci1adaueg3i5ajsin3gg62rm7b00h4
GPT 4 Technical Report: https://arxiv.org/pdf/2303.08774.pdf
Altman AI Field Notes: https://www.youtube.com/watch?v=tPJIpx3KscY
Github Experiment: https://github.blog/2022-09-07-research-quantifying-github-copilots-impact-on-developer-productivity-and-happiness/
White Collar Experiment: https://economics.mit.edu/sites/default/files/inline-files/Noy_Zhang_1.pdf
YouGov Survey: https://today.yougov.com/topics/technology/survey-results/daily/2023/04/03/ad825/2
Biden AI Tweet: https://twitter.com/POTUS/status/1643359035398184960
Levis AI Models: https://www.theverge.com/2023/3/27/23658385/levis-ai-generated-clothing-model-diversity-denim
Altman UBI Fridman: https://www.youtube.com/watch?v=_yfQrtKjtH4
Wired AI Art: https://www.wired.com/story/art-artificial-intelligence-history/

https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/

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]]> 1188 no Two AI Models Set to “stir government urgency”, But Will This Challenge Undo Them? First look at exclusive reports about OpenAI's new Spud model, and the model Anthropic think will stir governments to urgency, all in the context of the newly-launched ARC-AGI-3. What does the extreme difficulty of that benchmarks, and its quirky scoring metrics, mean for AI in 2026?https://assemblyai.com/aiexplainedCheck out my fast-growing (!) app, free to use, and code INSIDER15 for paid tiers: https://lmcouncil.aiAI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction00:55 - OpenAI Side Quests01:58 - Claude New Model Coming + Universal Equity?03:13 - ARC-AGI 305:00 - Intentional or Unintentional Gaming?07:11 - But is it AGI Harbinger? No Harness09:41 - Not the First12:32 - Automated Researcher15:00 - Claw CaveatSpud: https://www.theinformation.com/articles/openai-ceo-shifts-responsibilities-preps-spud-ai-model?utm_campaign=Editorial&utm_content=Article&utm_medium=organic_social&utm_source=bluesky%2Cfacebook%2Clinkedin%2Cthreads%2Ctwitter&rc=sy0ihqFT: OpenAI Special Model: https://www.ft.com/content/de9bf0af-b241-424f-8229-5870b1c0d93d?syn-25a6b1a6=1Jensen Huang: https://www.forbes.com/sites/antoniopequenoiv/2026/03/23/nvidias-jensen-huang-says-he-thinks-weve-achieved-agi/Axios Article: https://archive.fo/20260326100140/https://www.axios.com/2026/03/26/anthropic-pentagon-ai-deal#selection-827.0-829.257https://arcprize.org/arc-agi/3ARC AGI 3 Paper: https://arcprize.org/media/ARC_AGI_3_Technical_Report.pdfNetHack Leaderboard: https://balrogai.com/Paper: https://ai.meta.com/research/publications/the-nethack-learning-environment/https://x.com/_rockt/status/2036864121585438995Claw Shells: https://x.com/DrJimFan/status/2036494601750716711OpenAI Automated Researcher: https://www.technologyreview.com/2026/03/20/1134438/openai-is-throwing-everything-into-building-a-fully-automated-researcher/Patreon Post: https://www.patreon.com/c/aiexplained/postsEng Jobs: https://x.com/lennysan/status/2036535460726767793Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 20:27:30 -0000 full AI Explained First look at exclusive reports about OpenAI's new Spud model, and the model Anthropic think will stir governments to urgency, all in the context of the newly-launched ARC-AGI-3. What does the extreme difficulty of that benchmarks, and its quirky scoring metrics, mean for AI in 2026?https://assemblyai.com/aiexplainedCheck out my fast-growing (!) app, free to use, and code INSIDER15 for paid tiers: https://lmcouncil.aiAI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction00:55 - OpenAI Side Quests01:58 - Claude New Model Coming + Universal Equity?03:13 - ARC-AGI 305:00 - Intentional or Unintentional Gaming?07:11 - But is it AGI Harbinger? No Harness09:41 - Not the First12:32 - Automated Researcher15:00 - Claw CaveatSpud: https://www.theinformation.com/articles/openai-ceo-shifts-responsibilities-preps-spud-ai-model?utm_campaign=Editorial&utm_content=Article&utm_medium=organic_social&utm_source=bluesky%2Cfacebook%2Clinkedin%2Cthreads%2Ctwitter&rc=sy0ihqFT: OpenAI Special Model: https://www.ft.com/content/de9bf0af-b241-424f-8229-5870b1c0d93d?syn-25a6b1a6=1Jensen Huang: https://www.forbes.com/sites/antoniopequenoiv/2026/03/23/nvidias-jensen-huang-says-he-thinks-weve-achieved-agi/Axios Article: https://archive.fo/20260326100140/https://www.axios.com/2026/03/26/anthropic-pentagon-ai-deal#selection-827.0-829.257https://arcprize.org/arc-agi/3ARC AGI 3 Paper: https://arcprize.org/media/ARC_AGI_3_Technical_Report.pdfNetHack Leaderboard: https://balrogai.com/Paper: https://ai.meta.com/research/publications/the-nethack-learning-environment/https://x.com/_rockt/status/2036864121585438995Claw Shells: https://x.com/DrJimFan/status/2036494601750716711OpenAI Automated Researcher: https://www.technologyreview.com/2026/03/20/1134438/openai-is-throwing-everything-into-building-a-fully-automated-researcher/Patreon Post: https://www.patreon.com/c/aiexplained/postsEng Jobs: https://x.com/lennysan/status/2036535460726767793Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices First look at exclusive reports about OpenAI's new Spud model, and the model Anthropic think will stir governments to urgency, all in the context of the newly-launched ARC-AGI-3. What does the extreme difficulty of that benchmarks, and its quirky scoring metrics, mean for AI in 2026?

https://assemblyai.com/aiexplained


Check out my fast-growing (!) app, free to use, and code INSIDER15 for paid tiers: https://lmcouncil.ai

AI Insiders ($9!): https://www.patreon.com/AIExplained


Chapters:
00:00 - Introduction
00:55 - OpenAI Side Quests
01:58 - Claude New Model Coming + Universal Equity?
03:13 - ARC-AGI 3
05:00 - Intentional or Unintentional Gaming?
07:11 - But is it AGI Harbinger? No Harness
09:41 - Not the First
12:32 - Automated Researcher
15:00 - Claw Caveat

Spud: https://www.theinformation.com/articles/openai-ceo-shifts-responsibilities-preps-spud-ai-model?utm_campaign=Editorial&utm_content=Article&utm_medium=organic_social&utm_source=bluesky%2Cfacebook%2Clinkedin%2Cthreads%2Ctwitter&rc=sy0ihq

FT: OpenAI Special Model: https://www.ft.com/content/de9bf0af-b241-424f-8229-5870b1c0d93d?syn-25a6b1a6=1

Jensen Huang: https://www.forbes.com/sites/antoniopequenoiv/2026/03/23/nvidias-jensen-huang-says-he-thinks-weve-achieved-agi/

Axios Article: https://archive.fo/20260326100140/https://www.axios.com/2026/03/26/anthropic-pentagon-ai-deal#selection-827.0-829.257

https://arcprize.org/arc-agi/3

ARC AGI 3 Paper: https://arcprize.org/media/ARC_AGI_3_Technical_Report.pdf

NetHack Leaderboard: https://balrogai.com/
Paper: https://ai.meta.com/research/publications/the-nethack-learning-environment/
https://x.com/_rockt/status/2036864121585438995

Claw Shells: https://x.com/DrJimFan/status/2036494601750716711

OpenAI Automated Researcher: https://www.technologyreview.com/2026/03/20/1134438/openai-is-throwing-everything-into-building-a-fully-automated-researcher/

Patreon Post: https://www.patreon.com/c/aiexplained/posts

Eng Jobs: https://x.com/lennysan/status/2036535460726767793

Non-hype Newsletter: https://signaltonoise.beehiiv.com/

Podcast: https://aiexplainedopodcast.buzzsprout.com/

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 1361 no Bubble or No Bubble, AI Keeps Progressing (ft. Relentless Learning + Introspection) Don’t let headlines about bubbles distract you from the real avenues of progress being explored in AI every week, including what had been thought to be a long-term blocker - continual learning (learning on the fly). https://app.grayswan.ai/ai-explainedThis, plus models introspecting (hesitate before you berate), Nano Banana 2 possibly spotted, Chinese imagen and more.AI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction01:26 - Continual Learning (Nested Learning / HOPE)07:00 - Introspection10:54 - Image-Gen ProgressNested Learning Post: https://research.google/blog/introducing-nested-learning-a-new-ml-paradigm-for-continual-learning/Nested Learning Paper: https://abehrouz.github.io/files/NL.pdfOriginal Titans Paper: https://arxiv.org/pdf/2501.00663Siri News: https://www.bloomberg.com/news/articles/2025-11-05/apple-plans-to-use-1-2-trillion-parameter-google-gemini-model-to-power-new-siriIntrospection: https://www.anthropic.com/research/introspectionFull Paper: https://transformer-circuits.pub/2025/introspection/index.html#mechanismsEarlier Work: https://www.anthropic.com/research/mapping-mind-language-modelhttps://transformer-circuits.pub/2024/scaling-monosemanticity/index.htmlRelease Post: https://x.com/AnthropicAI/status/1983584136972677319https://lmcouncil.ai Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 20:27:30 -0000 full AI Explained Don’t let headlines about bubbles distract you from the real avenues of progress being explored in AI every week, including what had been thought to be a long-term blocker - continual learning (learning on the fly). https://app.grayswan.ai/ai-explainedThis, plus models introspecting (hesitate before you berate), Nano Banana 2 possibly spotted, Chinese imagen and more.AI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction01:26 - Continual Learning (Nested Learning / HOPE)07:00 - Introspection10:54 - Image-Gen ProgressNested Learning Post: https://research.google/blog/introducing-nested-learning-a-new-ml-paradigm-for-continual-learning/Nested Learning Paper: https://abehrouz.github.io/files/NL.pdfOriginal Titans Paper: https://arxiv.org/pdf/2501.00663Siri News: https://www.bloomberg.com/news/articles/2025-11-05/apple-plans-to-use-1-2-trillion-parameter-google-gemini-model-to-power-new-siriIntrospection: https://www.anthropic.com/research/introspectionFull Paper: https://transformer-circuits.pub/2025/introspection/index.html#mechanismsEarlier Work: https://www.anthropic.com/research/mapping-mind-language-modelhttps://transformer-circuits.pub/2024/scaling-monosemanticity/index.htmlRelease Post: https://x.com/AnthropicAI/status/1983584136972677319https://lmcouncil.ai Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Don’t let headlines about bubbles distract you from the real avenues of progress being explored in AI every week, including what had been thought to be a long-term blocker - continual learning (learning on the fly).

https://app.grayswan.ai/ai-explained

This, plus models introspecting (hesitate before you berate), Nano Banana 2 possibly spotted, Chinese imagen and more.

AI Insiders ($9!): https://www.patreon.com/AIExplained

Chapters:
00:00 - Introduction
01:26 - Continual Learning (Nested Learning / HOPE)
07:00 - Introspection
10:54 - Image-Gen Progress

Nested Learning Post: https://research.google/blog/introducing-nested-learning-a-new-ml-paradigm-for-continual-learning/

Nested Learning Paper: https://abehrouz.github.io/files/NL.pdf

Original Titans Paper: https://arxiv.org/pdf/2501.00663

Siri News: https://www.bloomberg.com/news/articles/2025-11-05/apple-plans-to-use-1-2-trillion-parameter-google-gemini-model-to-power-new-siri

Introspection: https://www.anthropic.com/research/introspection

Full Paper: https://transformer-circuits.pub/2025/introspection/index.html#mechanisms

Earlier Work: https://www.anthropic.com/research/mapping-mind-language-model
https://transformer-circuits.pub/2024/scaling-monosemanticity/index.html

Release Post: https://x.com/AnthropicAI/status/1983584136972677319

https://lmcouncil.ai



Non-hype Newsletter: https://signaltonoise.beehiiv.com/

Podcast: https://aiexplainedopodcast.buzzsprout.com/

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 1088 no SmartGPT: Major Benchmark Broken - 89.0% on MMLU + Exam's Many Errors Has GPT4, using a SmartGPT system, broken a major benchmark, the MMLU, in more ways than one? 89.0% is an unofficial record, but do we urgently need a new, authoritative benchmark, especially in the light of today's insider info of 5x compute for Gemini than for GPT 5?Learn all about the power of exemplars, self-consistency and how you can tangibly benefit in real world examples. You'll learn more about everything from cutting edge benchmarking to AGI forecasting. https://www.patreon.com/AIExplainedOriginal SmartGPT Video: https://www.youtube.com/watch?v=wVzuvf9D9BU&list=PPSVMMLU: https://arxiv.org/pdf/2009.03300.pdfGemini 5x GPT 4, Semianalysis: https://www.semianalysis.com/p/google-gemini-eats-the-world-geminiWizardCoder Overfitting? https://twitter.com/Shahules786/status/1695493641610133600Let’s Do a Thought Experiment: https://arxiv.org/pdf/2306.14308.pdfLegalBench: https://arxiv.org/pdf/2308.11462.pdfSciBench: https://arxiv.org/pdf/2307.10635.pdfAGIEval: https://arxiv.org/pdf/2304.06364.pdfMMLU Grading Issues: https://huggingface.co/blog/evaluating-mmlu-leaderboardOxford University Press Question Example: https://global.oup.com/uk/orc/chemistry/chechik/student/mcqs/ch04/Fall 2011 Epidemiology Example: https://www.docsity.com/en/final-exam-fall-2011-4/8308030/HellaSwag: https://arxiv.org/pdf/1905.07830.pdfGPT 4 Technical Report: https://arxiv.org/pdf/2303.08774.pdfMinerva, Solving Quantitative Reasoning: https://arxiv.org/pdf/2206.14858.pdfOriginal Scratchpads Paper: https://arxiv.org/pdf/2112.00114.pdfIs ChatGPT Behaviour Changing Over Time? https://arxiv.org/pdf/2307.09009.pdfPaul Christiano: https://www.lesswrong.com/posts/fRSj2W4Fjje8rQWm9/thoughts-on-sharing-information-about-language-modelMetaculus Forecasting: https://www.metaculus.com/ai/ https://www.lesswrong.com/posts/SdkexhiynayG2sQCC/ai-forecasting-two-years-inMIT Paper: https://twitter.com/jeremyphoward/status/1669588857149612033?lang=en-GBSnowballing Hallucinations: https://arxiv.org/pdf/2305.13534.pdfSelf Consistency: https://arxiv.org/pdf/2203.11171.pdfOpenLLM Leaderboard: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboardNHS Question from ‘Extended Matching Questions’ Graph of Thoughts: https://arxiv.org/pdf/2308.09687.pdfDario Amodei Interview – Dwarkesh Patel: https://www.youtube.com/watch?v=Nlkk3glap_UGitHub Answers: https://github.com/Joshua-Stapleton/smartgpt-answersJoshua Stapleton is a Machine Learning Engineer who has worked in the healthcare and defence sectors. He recently pivoted into AI capabilities and safety, with a concentration on LLMs. He now works as a research engineer, consults on the applications of AI across various industries, and is pursuing his Masters in Machine Learning and Data Science at Imperial College London. Feel free to reach out to Josh via his email, joshua.stapleton.ai@gmail.com, or check out his new Patreon: https://patreon.com/JoshuaStapleton.AI Explained Community: https://discord.gg/PEmxEhFVaiexplained@outlook.comhttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 19:58:45 -0000 full AI Explained Has GPT4, using a SmartGPT system, broken a major benchmark, the MMLU, in more ways than one? 89.0% is an unofficial record, but do we urgently need a new, authoritative benchmark, especially in the light of today's insider info of 5x compute for Gemini than for GPT 5?Learn all about the power of exemplars, self-consistency and how you can tangibly benefit in real world examples. You'll learn more about everything from cutting edge benchmarking to AGI forecasting. https://www.patreon.com/AIExplainedOriginal SmartGPT Video: https://www.youtube.com/watch?v=wVzuvf9D9BU&list=PPSVMMLU: https://arxiv.org/pdf/2009.03300.pdfGemini 5x GPT 4, Semianalysis: https://www.semianalysis.com/p/google-gemini-eats-the-world-geminiWizardCoder Overfitting? https://twitter.com/Shahules786/status/1695493641610133600Let’s Do a Thought Experiment: https://arxiv.org/pdf/2306.14308.pdfLegalBench: https://arxiv.org/pdf/2308.11462.pdfSciBench: https://arxiv.org/pdf/2307.10635.pdfAGIEval: https://arxiv.org/pdf/2304.06364.pdfMMLU Grading Issues: https://huggingface.co/blog/evaluating-mmlu-leaderboardOxford University Press Question Example: https://global.oup.com/uk/orc/chemistry/chechik/student/mcqs/ch04/Fall 2011 Epidemiology Example: https://www.docsity.com/en/final-exam-fall-2011-4/8308030/HellaSwag: https://arxiv.org/pdf/1905.07830.pdfGPT 4 Technical Report: https://arxiv.org/pdf/2303.08774.pdfMinerva, Solving Quantitative Reasoning: https://arxiv.org/pdf/2206.14858.pdfOriginal Scratchpads Paper: https://arxiv.org/pdf/2112.00114.pdfIs ChatGPT Behaviour Changing Over Time? https://arxiv.org/pdf/2307.09009.pdfPaul Christiano: https://www.lesswrong.com/posts/fRSj2W4Fjje8rQWm9/thoughts-on-sharing-information-about-language-modelMetaculus Forecasting: https://www.metaculus.com/ai/ https://www.lesswrong.com/posts/SdkexhiynayG2sQCC/ai-forecasting-two-years-inMIT Paper: https://twitter.com/jeremyphoward/status/1669588857149612033?lang=en-GBSnowballing Hallucinations: https://arxiv.org/pdf/2305.13534.pdfSelf Consistency: https://arxiv.org/pdf/2203.11171.pdfOpenLLM Leaderboard: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboardNHS Question from ‘Extended Matching Questions’ Graph of Thoughts: https://arxiv.org/pdf/2308.09687.pdfDario Amodei Interview – Dwarkesh Patel: https://www.youtube.com/watch?v=Nlkk3glap_UGitHub Answers: https://github.com/Joshua-Stapleton/smartgpt-answersJoshua Stapleton is a Machine Learning Engineer who has worked in the healthcare and defence sectors. He recently pivoted into AI capabilities and safety, with a concentration on LLMs. He now works as a research engineer, consults on the applications of AI across various industries, and is pursuing his Masters in Machine Learning and Data Science at Imperial College London. Feel free to reach out to Josh via his email, joshua.stapleton.ai@gmail.com, or check out his new Patreon: https://patreon.com/JoshuaStapleton.AI Explained Community: https://discord.gg/PEmxEhFVaiexplained@outlook.comhttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Has GPT4, using a SmartGPT system, broken a major benchmark, the MMLU, in more ways than one? 89.0% is an unofficial record, but do we urgently need a new, authoritative benchmark, especially in the light of today's insider info of 5x compute for Gemini than for GPT 5?

Learn all about the power of exemplars, self-consistency and how you can tangibly benefit in real world examples. You'll learn more about everything from cutting edge benchmarking to AGI forecasting.

https://www.patreon.com/AIExplained

Original SmartGPT Video: https://www.youtube.com/watch?v=wVzuvf9D9BU&list=PPSV
MMLU: https://arxiv.org/pdf/2009.03300.pdf
Gemini 5x GPT 4, Semianalysis: https://www.semianalysis.com/p/google-gemini-eats-the-world-gemini
WizardCoder Overfitting? https://twitter.com/Shahules786/status/1695493641610133600
Let’s Do a Thought Experiment: https://arxiv.org/pdf/2306.14308.pdf
LegalBench: https://arxiv.org/pdf/2308.11462.pdf
SciBench: https://arxiv.org/pdf/2307.10635.pdf
AGIEval: https://arxiv.org/pdf/2304.06364.pdf
MMLU Grading Issues: https://huggingface.co/blog/evaluating-mmlu-leaderboard
Oxford University Press Question Example: https://global.oup.com/uk/orc/chemistry/chechik/student/mcqs/ch04/
Fall 2011 Epidemiology Example: https://www.docsity.com/en/final-exam-fall-2011-4/8308030/
HellaSwag: https://arxiv.org/pdf/1905.07830.pdf
GPT 4 Technical Report: https://arxiv.org/pdf/2303.08774.pdf
Minerva, Solving Quantitative Reasoning: https://arxiv.org/pdf/2206.14858.pdf
Original Scratchpads Paper: https://arxiv.org/pdf/2112.00114.pdf
Is ChatGPT Behaviour Changing Over Time? https://arxiv.org/pdf/2307.09009.pdf
Paul Christiano: https://www.lesswrong.com/posts/fRSj2W4Fjje8rQWm9/thoughts-on-sharing-information-about-language-model
Metaculus Forecasting: https://www.metaculus.com/ai/ https://www.lesswrong.com/posts/SdkexhiynayG2sQCC/ai-forecasting-two-years-in
MIT Paper: https://twitter.com/jeremyphoward/status/1669588857149612033?lang=en-GB
Snowballing Hallucinations: https://arxiv.org/pdf/2305.13534.pdf
Self Consistency: https://arxiv.org/pdf/2203.11171.pdf
OpenLLM Leaderboard: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard
NHS Question from ‘Extended Matching Questions’
Graph of Thoughts: https://arxiv.org/pdf/2308.09687.pdf
Dario Amodei Interview – Dwarkesh Patel: https://www.youtube.com/watch?v=Nlkk3glap_U

GitHub Answers: https://github.com/Joshua-Stapleton/smartgpt-answers

Joshua Stapleton is a Machine Learning Engineer who has worked in the healthcare and defence sectors. He recently pivoted into AI capabilities and safety, with a concentration on LLMs. He now works as a research engineer, consults on the applications of AI across various industries, and is pursuing his Masters in Machine Learning and Data Science at Imperial College London.
Feel free to reach out to Josh via his email, joshua.stapleton.ai@gmail.com, or check out his new Patreon: https://patreon.com/JoshuaStapleton.


AI Explained Community: https://discord.gg/PEmxEhFV
aiexplained@outlook.com

https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/

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]]> 2098 no 'Pause Giant AI Experiments' - Letter Breakdown w/ Research Papers, Altman, Sutskever and more This video will not only cover the letter and the signatories, it will showcase the research behind it, and what the top people at OpenAI think in response. Using over 20 different research papers, articles and interviews I go through the most interesting parts of the discussion on AI safety and the prospects ahead.Featuring Ilya Sutskever's thoughts on alignment, Sam Altman's blog musings, Max Tegmark's proposals, Bostrum and his Superintelligence quote, a top Google Bard worker on whether it is possible, Emad Mostaque and his thoughts, as well as DeepMind and Demis Hassabis. The six month moratorium was called for in an open letter, signed by, among others Emad Mostaque, Elon Musk, Max Tegmark and Yuval Noah Harari.Open Letter: https://futureoflife.org/open-letter/pause-giant-ai-experiments/Altman Interview: https://www.youtube.com/watch?v=L_Guz73e6fwAltman Blog: https://blog.samaltman.com/machine-intelligence-part-1Sutskever Interview: https://www.youtube.com/watch?v=Yf1o0TQzry8Hassabis Interview: https://time.com/6246119/demis-hassabis-deepmind-interview/Emad Mostaque: https://twitter.com/EMostaque/status/1640989142598205446X-risk Analysis: https://arxiv.org/pdf/2206.05862.pdfRichard Ngo: https://twitter.com/RichardMCNgo/status/1640568775018975232The Alignment Problem: https://arxiv.org/pdf/2209.00626.pdfCurrent and Near Term AI: https://arxiv.org/pdf/2209.10604.pdfBostrum Talk: https://www.youtube.com/watch?v=MnT1xgZgkpkTegmark Interview w/ Lex Fridman: https://www.youtube.com/watch?v=RL4j4KPwNGMAnthropic AI Safety: https://www.anthropic.com/index/core-views-on-ai-safety#:~:text=Anthropic%E2%80%99s%20role%20will%20be%20to%20provide%20as%20much,effort%20towards%20preventing%20the%20development%20of%20dangerous%20AIs.NBC News Interview: https://www.nbcnews.com/tech/tech-news/tech-watchdog-raised-alarms-social-media-warning-ai-rcna76167AI Impacts Survey: https://aiimpacts.org/wp-content/uploads/2023/03/HLMIvalue2016final4.pngDustin Tran: https://twitter.com/dustinvtranNadella: https://www.fastcompany.com/90696770/microsoft-satya-nadella-book-recommendationshttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 19:58:45 -0000 full AI Explained This video will not only cover the letter and the signatories, it will showcase the research behind it, and what the top people at OpenAI think in response. Using over 20 different research papers, articles and interviews I go through the most interesting parts of the discussion on AI safety and the prospects ahead.Featuring Ilya Sutskever's thoughts on alignment, Sam Altman's blog musings, Max Tegmark's proposals, Bostrum and his Superintelligence quote, a top Google Bard worker on whether it is possible, Emad Mostaque and his thoughts, as well as DeepMind and Demis Hassabis. The six month moratorium was called for in an open letter, signed by, among others Emad Mostaque, Elon Musk, Max Tegmark and Yuval Noah Harari.Open Letter: https://futureoflife.org/open-letter/pause-giant-ai-experiments/Altman Interview: https://www.youtube.com/watch?v=L_Guz73e6fwAltman Blog: https://blog.samaltman.com/machine-intelligence-part-1Sutskever Interview: https://www.youtube.com/watch?v=Yf1o0TQzry8Hassabis Interview: https://time.com/6246119/demis-hassabis-deepmind-interview/Emad Mostaque: https://twitter.com/EMostaque/status/1640989142598205446X-risk Analysis: https://arxiv.org/pdf/2206.05862.pdfRichard Ngo: https://twitter.com/RichardMCNgo/status/1640568775018975232The Alignment Problem: https://arxiv.org/pdf/2209.00626.pdfCurrent and Near Term AI: https://arxiv.org/pdf/2209.10604.pdfBostrum Talk: https://www.youtube.com/watch?v=MnT1xgZgkpkTegmark Interview w/ Lex Fridman: https://www.youtube.com/watch?v=RL4j4KPwNGMAnthropic AI Safety: https://www.anthropic.com/index/core-views-on-ai-safety#:~:text=Anthropic%E2%80%99s%20role%20will%20be%20to%20provide%20as%20much,effort%20towards%20preventing%20the%20development%20of%20dangerous%20AIs.NBC News Interview: https://www.nbcnews.com/tech/tech-news/tech-watchdog-raised-alarms-social-media-warning-ai-rcna76167AI Impacts Survey: https://aiimpacts.org/wp-content/uploads/2023/03/HLMIvalue2016final4.pngDustin Tran: https://twitter.com/dustinvtranNadella: https://www.fastcompany.com/90696770/microsoft-satya-nadella-book-recommendationshttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices This video will not only cover the letter and the signatories, it will showcase the research behind it, and what the top people at OpenAI think in response. Using over 20 different research papers, articles and interviews I go through the most interesting parts of the discussion on AI safety and the prospects ahead.

Featuring Ilya Sutskever's thoughts on alignment, Sam Altman's blog musings, Max Tegmark's proposals, Bostrum and his Superintelligence quote, a top Google Bard worker on whether it is possible, Emad Mostaque and his thoughts, as well as DeepMind and Demis Hassabis. The six month moratorium was called for in an open letter, signed by, among others Emad Mostaque, Elon Musk, Max Tegmark and Yuval Noah Harari.

Open Letter: https://futureoflife.org/open-letter/pause-giant-ai-experiments/
Altman Interview: https://www.youtube.com/watch?v=L_Guz73e6fw
Altman Blog: https://blog.samaltman.com/machine-intelligence-part-1
Sutskever Interview: https://www.youtube.com/watch?v=Yf1o0TQzry8
Hassabis Interview: https://time.com/6246119/demis-hassabis-deepmind-interview/
Emad Mostaque: https://twitter.com/EMostaque/status/1640989142598205446
X-risk Analysis: https://arxiv.org/pdf/2206.05862.pdf
Richard Ngo: https://twitter.com/RichardMCNgo/status/1640568775018975232
The Alignment Problem: https://arxiv.org/pdf/2209.00626.pdf
Current and Near Term AI: https://arxiv.org/pdf/2209.10604.pdf
Bostrum Talk: https://www.youtube.com/watch?v=MnT1xgZgkpk
Tegmark Interview w/ Lex Fridman: https://www.youtube.com/watch?v=RL4j4KPwNGM
Anthropic AI Safety: https://www.anthropic.com/index/core-views-on-ai-safety#:~:text=Anthropic%E2%80%99s%20role%20will%20be%20to%20provide%20as%20much,effort%20towards%20preventing%20the%20development%20of%20dangerous%20AIs.
NBC News Interview: https://www.nbcnews.com/tech/tech-news/tech-watchdog-raised-alarms-social-media-warning-ai-rcna76167
AI Impacts Survey: https://aiimpacts.org/wp-content/uploads/2023/03/HLMIvalue2016final4.png
Dustin Tran: https://twitter.com/dustinvtran
Nadella: https://www.fastcompany.com/90696770/microsoft-satya-nadella-book-recommendations

https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/

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]]> 1164 no Claude 4: Full 120 Page Breakdown … Is it the Best New Model? Not only did I get early access and ran my own tests, as per the title I read both the 120 page Claude 4 Opus and Claude 4 Sonnet System Card, and 25 page report on ASL-3 being triggered, plus the 2 hour launch video, and surrounding coverage. Ft. coding tests, Simple, twitter controversies, deep alignment coverage, spiritual bliss and much more!https://80000hours.org/aiexplainedAI Insiders ($9!): https://www.patreon.com/AIExplainedChapters: 00:00 - Introduction01:12 - 3 Quick Controversies02:42 - Benchmark Results 04:20 - 120 page Card 20 Highlights10:07 - Coding Test11:27 - Model Welfare and Spiritual Bliss13:29 - ASL-3Claude Card: https://www-cdn.anthropic.com/4263b940cabb546aa0e3283f35b686f4f3b2ff47.pdf?s=09ASL 3:https://www-cdn.anthropic.com/807c59454757214bfd37592d6e048079cd7a7728.pdfTweets: https://x.com/fish_kyle3/status/1925597284546629753https://x.com/EMostaque/status/1925624164527874452?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5EtweetCursor Says State of the Art for Coding: https://x.com/cursor_ai/status/1925594428095561941Benchmarks: https://www.anthropic.com/news/claude-4Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 19:30:00 -0000 full AI Explained Not only did I get early access and ran my own tests, as per the title I read both the 120 page Claude 4 Opus and Claude 4 Sonnet System Card, and 25 page report on ASL-3 being triggered, plus the 2 hour launch video, and surrounding coverage. Ft. coding tests, Simple, twitter controversies, deep alignment coverage, spiritual bliss and much more!https://80000hours.org/aiexplainedAI Insiders ($9!): https://www.patreon.com/AIExplainedChapters: 00:00 - Introduction01:12 - 3 Quick Controversies02:42 - Benchmark Results 04:20 - 120 page Card 20 Highlights10:07 - Coding Test11:27 - Model Welfare and Spiritual Bliss13:29 - ASL-3Claude Card: https://www-cdn.anthropic.com/4263b940cabb546aa0e3283f35b686f4f3b2ff47.pdf?s=09ASL 3:https://www-cdn.anthropic.com/807c59454757214bfd37592d6e048079cd7a7728.pdfTweets: https://x.com/fish_kyle3/status/1925597284546629753https://x.com/EMostaque/status/1925624164527874452?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5EtweetCursor Says State of the Art for Coding: https://x.com/cursor_ai/status/1925594428095561941Benchmarks: https://www.anthropic.com/news/claude-4Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Not only did I get early access and ran my own tests, as per the title I read both the 120 page Claude 4 Opus and Claude 4 Sonnet System Card, and 25 page report on ASL-3 being triggered, plus the 2 hour launch video, and surrounding coverage. Ft. coding tests, Simple, twitter controversies, deep alignment coverage, spiritual bliss and much more!

https://80000hours.org/aiexplained

AI Insiders ($9!): https://www.patreon.com/AIExplained

Chapters:
00:00 - Introduction
01:12 - 3 Quick Controversies
02:42 - Benchmark Results
04:20 - 120 page Card 20 Highlights
10:07 - Coding Test
11:27 - Model Welfare and Spiritual Bliss
13:29 - ASL-3

Claude Card: https://www-cdn.anthropic.com/4263b940cabb546aa0e3283f35b686f4f3b2ff47.pdf?s=09
ASL 3:https://www-cdn.anthropic.com/807c59454757214bfd37592d6e048079cd7a7728.pdf
Tweets: https://x.com/fish_kyle3/status/1925597284546629753
https://x.com/EMostaque/status/1925624164527874452?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5Etweet

Cursor Says State of the Art for Coding: https://x.com/cursor_ai/status/1925594428095561941
Benchmarks: https://www.anthropic.com/news/claude-4


Non-hype Newsletter: https://signaltonoise.beehiiv.com/

Podcast: https://aiexplainedopodcast.buzzsprout.com/

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]]> 1579 no Gemini Exponential, Demis Hassabis' ‘Proto-AGI’ coming, but … The condensed highlights of hours of AI lab leader interviews, last-48-hour model releases, Gemini 3 Flash insights (plus it’s hidden flaw), Hassabis’ ‘proto-AGI’ and much more…https://matsprogram.org/apply?utm_source=ai-explained&utm_medium=youtube&utm_campaign=s26 Also, do check out my new app: https://lmcouncil.aiChapters: 00:00 - Introduction00:50 - Results02:44 - But… the Flaw04:49 - So Benchmarks are fake? No07:37 - Spatial Reasoning + Hassabis10:06 - Proto-AGI12:07 - Minimal AGI15:07 - Compute Slowdown17:56 - New Data ParadigmGemini 3 Flash: https://deepmind.google/models/gemini/flash/Hassabis Interview: https://www.youtube.com/watch?v=PqVbypvxDtoLegg Interview: https://www.youtube.com/watch?v=l3u_FAv33G0Pre-training Lead Interview: https://www.youtube.com/watch?v=cNGDAqFXvewAltman Interview: https://www.youtube.com/watch?v=2P27Ef-LLuQBrockman Video: https://x.com/OpenAI/status/2001336514786017417Post-Training Reveal: https://x.com/OfficialLoganK/status/2001742530472534442Hallucinations Paper: https://cdn.openai.com/pdf/d04913be-3f6f-4d2b-b283-ff432ef4aaa5/why-language-models-hallucinate.pdfPatreon Hallucinations Vid: https://www.patreon.com/posts/blockers-to-and-139264812AA-Omniscience Benchmark: https://artificialanalysis.ai/evaluations/omnisciencehttps://arxiv.org/pdf/2511.13029lmcouncil.ai/benchmarks https://simple-bench.com/https://x.com/scaling01/status/19996205877448132055.2 Codex Drop: https://cdn.openai.com/pdf/ac7c37ae-7f4c-4442-b741-2eabdeaf77e0/oai_5_2_Codex.pdfOpenAI Compute Trend: https://www.theinformation.com/articles/openais-350-billion-computing-cost-problem?rc=sy0ihqCramer Tweet/Response: https://x.com/BorisMPower/status/2001440650210976018OpenAI Valuation: ​​https://www.theinformation.com/articles/openai-discussed-raising-tens-billions-valuation-around-750-billion?rc=sy0ihqIndian Data: https://www.reuters.com/world/india/with-freebies-openai-google-vie-indian-users-training-data-2025-12-17/TheInformation Data: https://x.com/theinformation/status/2001421225751351778Genie 3: https://deepmind.google/blog/genie-3-a-new-frontier-for-world-models/Sima 2: https://deepmind.google/blog/sima-2-an-agent-that-plays-reasons-and-learns-with-you-in-virtual-3d-worlds/Veo 3.1: https://deepmind.google/blog/sima-2-an-agent-that-plays-reasons-and-learns-with-you-in-virtual-3d-worlds/METR: https://metr.org/blohttps://metr.org/blog/2025-03-19-measuring-ai-ability-to-complete-long-tasks/2025-03-19-measuring-ai-ability-to-complete-long-tasks/AI Insiders ($9!): https://www.patreon.com/AIExplainedNon-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 19:30:00 -0000 full AI Explained The condensed highlights of hours of AI lab leader interviews, last-48-hour model releases, Gemini 3 Flash insights (plus it’s hidden flaw), Hassabis’ ‘proto-AGI’ and much more…https://matsprogram.org/apply?utm_source=ai-explained&utm_medium=youtube&utm_campaign=s26 Also, do check out my new app: https://lmcouncil.aiChapters: 00:00 - Introduction00:50 - Results02:44 - But… the Flaw04:49 - So Benchmarks are fake? No07:37 - Spatial Reasoning + Hassabis10:06 - Proto-AGI12:07 - Minimal AGI15:07 - Compute Slowdown17:56 - New Data ParadigmGemini 3 Flash: https://deepmind.google/models/gemini/flash/Hassabis Interview: https://www.youtube.com/watch?v=PqVbypvxDtoLegg Interview: https://www.youtube.com/watch?v=l3u_FAv33G0Pre-training Lead Interview: https://www.youtube.com/watch?v=cNGDAqFXvewAltman Interview: https://www.youtube.com/watch?v=2P27Ef-LLuQBrockman Video: https://x.com/OpenAI/status/2001336514786017417Post-Training Reveal: https://x.com/OfficialLoganK/status/2001742530472534442Hallucinations Paper: https://cdn.openai.com/pdf/d04913be-3f6f-4d2b-b283-ff432ef4aaa5/why-language-models-hallucinate.pdfPatreon Hallucinations Vid: https://www.patreon.com/posts/blockers-to-and-139264812AA-Omniscience Benchmark: https://artificialanalysis.ai/evaluations/omnisciencehttps://arxiv.org/pdf/2511.13029lmcouncil.ai/benchmarks https://simple-bench.com/https://x.com/scaling01/status/19996205877448132055.2 Codex Drop: https://cdn.openai.com/pdf/ac7c37ae-7f4c-4442-b741-2eabdeaf77e0/oai_5_2_Codex.pdfOpenAI Compute Trend: https://www.theinformation.com/articles/openais-350-billion-computing-cost-problem?rc=sy0ihqCramer Tweet/Response: https://x.com/BorisMPower/status/2001440650210976018OpenAI Valuation: ​​https://www.theinformation.com/articles/openai-discussed-raising-tens-billions-valuation-around-750-billion?rc=sy0ihqIndian Data: https://www.reuters.com/world/india/with-freebies-openai-google-vie-indian-users-training-data-2025-12-17/TheInformation Data: https://x.com/theinformation/status/2001421225751351778Genie 3: https://deepmind.google/blog/genie-3-a-new-frontier-for-world-models/Sima 2: https://deepmind.google/blog/sima-2-an-agent-that-plays-reasons-and-learns-with-you-in-virtual-3d-worlds/Veo 3.1: https://deepmind.google/blog/sima-2-an-agent-that-plays-reasons-and-learns-with-you-in-virtual-3d-worlds/METR: https://metr.org/blohttps://metr.org/blog/2025-03-19-measuring-ai-ability-to-complete-long-tasks/2025-03-19-measuring-ai-ability-to-complete-long-tasks/AI Insiders ($9!): https://www.patreon.com/AIExplainedNon-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices The condensed highlights of hours of AI lab leader interviews, last-48-hour model releases, Gemini 3 Flash insights (plus it’s hidden flaw), Hassabis’ ‘proto-AGI’ and much more…

https://matsprogram.org/apply?utm_source=ai-explained&utm_medium=youtube&utm_campaign=s26

Also, do check out my new app: https://lmcouncil.ai

Chapters:
00:00 - Introduction
00:50 - Results
02:44 - But… the Flaw
04:49 - So Benchmarks are fake? No
07:37 - Spatial Reasoning + Hassabis
10:06 - Proto-AGI
12:07 - Minimal AGI
15:07 - Compute Slowdown
17:56 - New Data Paradigm

Gemini 3 Flash: https://deepmind.google/models/gemini/flash/

Hassabis Interview: https://www.youtube.com/watch?v=PqVbypvxDto
Legg Interview: https://www.youtube.com/watch?v=l3u_FAv33G0
Pre-training Lead Interview: https://www.youtube.com/watch?v=cNGDAqFXvew
Altman Interview: https://www.youtube.com/watch?v=2P27Ef-LLuQ
Brockman Video: https://x.com/OpenAI/status/2001336514786017417
Post-Training Reveal: https://x.com/OfficialLoganK/status/2001742530472534442

Hallucinations Paper: https://cdn.openai.com/pdf/d04913be-3f6f-4d2b-b283-ff432ef4aaa5/why-language-models-hallucinate.pdf
Patreon Hallucinations Vid: https://www.patreon.com/posts/blockers-to-and-139264812
AA-Omniscience Benchmark: https://artificialanalysis.ai/evaluations/omniscience
https://arxiv.org/pdf/2511.13029


lmcouncil.ai/benchmarks
https://simple-bench.com/
https://x.com/scaling01/status/1999620587744813205

5.2 Codex Drop: https://cdn.openai.com/pdf/ac7c37ae-7f4c-4442-b741-2eabdeaf77e0/oai_5_2_Codex.pdf

OpenAI Compute Trend: https://www.theinformation.com/articles/openais-350-billion-computing-cost-problem?rc=sy0ihq

Cramer Tweet/Response: https://x.com/BorisMPower/status/2001440650210976018

OpenAI Valuation: ​​https://www.theinformation.com/articles/openai-discussed-raising-tens-billions-valuation-around-750-billion?rc=sy0ihq

Indian Data: https://www.reuters.com/world/india/with-freebies-openai-google-vie-indian-users-training-data-2025-12-17/

TheInformation Data: https://x.com/theinformation/status/2001421225751351778

Genie 3: https://deepmind.google/blog/genie-3-a-new-frontier-for-world-models/
Sima 2: https://deepmind.google/blog/sima-2-an-agent-that-plays-reasons-and-learns-with-you-in-virtual-3d-worlds/
Veo 3.1: https://deepmind.google/blog/sima-2-an-agent-that-plays-reasons-and-learns-with-you-in-virtual-3d-worlds/

METR: https://metr.org/blohttps://metr.org/blog/2025-03-19-measuring-ai-ability-to-complete-long-tasks/2025-03-19-measuring-ai-ability-to-complete-long-tasks/


AI Insiders ($9!): https://www.patreon.com/AIExplained


Non-hype Newsletter: https://signaltonoise.beehiiv.com/

Podcast: https://aiexplainedopodcast.buzzsprout.com/

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 1634 no The New Bard and AI Images, Videos, and Translations The new Bard is actually useful, even if you look past the hype. I'll show you why, and cover how you can make the AI images that are going crazy viral. It's genuinely fun, and surprisingly customisable. If that wasn't enough, you'll learn about GPT 5 red-teaming, HeyGen translations, Alpha Missense, and much more!Metaculus Free: https://www.metaculus.com/ai/?utm_source=ai_explained&utm_campaign=ai_explainedFusion Art Referral Link: https://quickqr.art/app/fusion-art?via=ai-explainedNew Bard Extensions: https://bard.google.com/chatBard Extension Tweet: https://twitter.com/JackK/status/1704109403715387667Alpha Missense: https://www.nature.com/articles/d41586-023-02943-5HeyGen Video Translate: https://labs.heygen.com/video-translateFree Image Upscaler: https://imageupscaler.com/upscale-image-4x/Stelfie Video: https://twitter.com/StelfieTT/status/17027281883658120713D Illusion: https://twitter.com/WilliamLamkin/status/1703397480606359989Runway Gen-2: https://research.runwayml.com/gen2OpenAI Red Teaming: https://openai.com/blog/red-teaming-networkhttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 18:01:15 -0000 full AI Explained The new Bard is actually useful, even if you look past the hype. I'll show you why, and cover how you can make the AI images that are going crazy viral. It's genuinely fun, and surprisingly customisable. If that wasn't enough, you'll learn about GPT 5 red-teaming, HeyGen translations, Alpha Missense, and much more!Metaculus Free: https://www.metaculus.com/ai/?utm_source=ai_explained&utm_campaign=ai_explainedFusion Art Referral Link: https://quickqr.art/app/fusion-art?via=ai-explainedNew Bard Extensions: https://bard.google.com/chatBard Extension Tweet: https://twitter.com/JackK/status/1704109403715387667Alpha Missense: https://www.nature.com/articles/d41586-023-02943-5HeyGen Video Translate: https://labs.heygen.com/video-translateFree Image Upscaler: https://imageupscaler.com/upscale-image-4x/Stelfie Video: https://twitter.com/StelfieTT/status/17027281883658120713D Illusion: https://twitter.com/WilliamLamkin/status/1703397480606359989Runway Gen-2: https://research.runwayml.com/gen2OpenAI Red Teaming: https://openai.com/blog/red-teaming-networkhttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices The new Bard is actually useful, even if you look past the hype. I'll show you why, and cover how you can make the AI images that are going crazy viral. It's genuinely fun, and surprisingly customisable. If that wasn't enough, you'll learn about GPT 5 red-teaming, HeyGen translations, Alpha Missense, and much more!

Metaculus Free: https://www.metaculus.com/ai/?utm_source=ai_explained&utm_campaign=ai_explained
Fusion Art Referral Link: https://quickqr.art/app/fusion-art?via=ai-explained
New Bard Extensions: https://bard.google.com/chat
Bard Extension Tweet: https://twitter.com/JackK/status/1704109403715387667
Alpha Missense: https://www.nature.com/articles/d41586-023-02943-5
HeyGen Video Translate: https://labs.heygen.com/video-translate
Free Image Upscaler: https://imageupscaler.com/upscale-image-4x/
Stelfie Video: https://twitter.com/StelfieTT/status/1702728188365812071
3D Illusion: https://twitter.com/WilliamLamkin/status/1703397480606359989
Runway Gen-2: https://research.runwayml.com/gen2

OpenAI Red Teaming: https://openai.com/blog/red-teaming-network

https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 1112 no RT-X and the Dawn of Large Multimodal Models: Google Breakthrough and 160-page Report Highlights A huge new insider report on GPT Vision is released by Microsoft and just in the last few hours the RT-X series is dropped by Google in Robotics. I will not only break down the 160+ page report on what GPT-4V can do and what it can't, including new use cases, prompting techniques and failure modes, I'll also go through the full RT-2-X and RT-1-X demo, which I am calling the GPT2 moment for robotics. Plus its huge new opensource Open X-Embodiment dataset.https://www.patreon.com/AIExplainedRT-X Series: Paper: https://storage.googleapis.com/deepmind-media/DeepMind.com/Blog/scaling-up-learning-across-many-different-robot-types/Open_X_Embodiment__Robotic_Learning_Datasets_and_RT_X_Models.pdfBlog: https://www.deepmind.com/blog/scaling-up-learning-across-many-different-robot-types?Github: https://robotics-transformer-x.github.io/utm_source=twitter&utm_medium=social&utm_campaign=RT-XThe Dawn of LLMS: https://arxiv.org/abs/2309.17421GPT 4 vs Pali 17B: https://openai.com/research/gpt-4GPT V Inception: https://twitter.com/markchen90/status/1708867434491380057/photo/1PaLI-X: https://arxiv.org/pdf/2305.18565.pdfPromptBreeder: https://arxiv.org/pdf/2309.16797.pdfWozniak Definition: https://en.wikipedia.org/wiki/Artificial_general_intelligenceGobi from The Information: https://www.theinformation.com/articles/openai-hustles-to-beat-google-to-launch-multimodal-llm?rc=sy0ihqhttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 17:32:30 -0000 full AI Explained A huge new insider report on GPT Vision is released by Microsoft and just in the last few hours the RT-X series is dropped by Google in Robotics. I will not only break down the 160+ page report on what GPT-4V can do and what it can't, including new use cases, prompting techniques and failure modes, I'll also go through the full RT-2-X and RT-1-X demo, which I am calling the GPT2 moment for robotics. Plus its huge new opensource Open X-Embodiment dataset.https://www.patreon.com/AIExplainedRT-X Series: Paper: https://storage.googleapis.com/deepmind-media/DeepMind.com/Blog/scaling-up-learning-across-many-different-robot-types/Open_X_Embodiment__Robotic_Learning_Datasets_and_RT_X_Models.pdfBlog: https://www.deepmind.com/blog/scaling-up-learning-across-many-different-robot-types?Github: https://robotics-transformer-x.github.io/utm_source=twitter&utm_medium=social&utm_campaign=RT-XThe Dawn of LLMS: https://arxiv.org/abs/2309.17421GPT 4 vs Pali 17B: https://openai.com/research/gpt-4GPT V Inception: https://twitter.com/markchen90/status/1708867434491380057/photo/1PaLI-X: https://arxiv.org/pdf/2305.18565.pdfPromptBreeder: https://arxiv.org/pdf/2309.16797.pdfWozniak Definition: https://en.wikipedia.org/wiki/Artificial_general_intelligenceGobi from The Information: https://www.theinformation.com/articles/openai-hustles-to-beat-google-to-launch-multimodal-llm?rc=sy0ihqhttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices A huge new insider report on GPT Vision is released by Microsoft and just in the last few hours the RT-X series is dropped by Google in Robotics. I will not only break down the 160+ page report on what GPT-4V can do and what it can't, including new use cases, prompting techniques and failure modes, I'll also go through the full RT-2-X and RT-1-X demo, which I am calling the GPT2 moment for robotics. Plus its huge new opensource Open X-Embodiment dataset.

https://www.patreon.com/AIExplained

RT-X Series: Paper: https://storage.googleapis.com/deepmind-media/DeepMind.com/Blog/scaling-up-learning-across-many-different-robot-types/Open_X_Embodiment__Robotic_Learning_Datasets_and_RT_X_Models.pdf
Blog: https://www.deepmind.com/blog/scaling-up-learning-across-many-different-robot-types?
Github: https://robotics-transformer-x.github.io/
utm_source=twitter&utm_medium=social&utm_campaign=RT-X
The Dawn of LLMS: https://arxiv.org/abs/2309.17421
GPT 4 vs Pali 17B: https://openai.com/research/gpt-4
GPT V Inception: https://twitter.com/markchen90/status/1708867434491380057/photo/1
PaLI-X: https://arxiv.org/pdf/2305.18565.pdf
PromptBreeder: https://arxiv.org/pdf/2309.16797.pdf
Wozniak Definition: https://en.wikipedia.org/wiki/Artificial_general_intelligence
Gobi from The Information: https://www.theinformation.com/articles/openai-hustles-to-beat-google-to-launch-multimodal-llm?rc=sy0ihq

https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 1710 no The AI News You Might Have Missed This Week From GPT 4 mapping the world to Live 3D Video, and ChatGPT UI changes to Unreal Engine, RealityGPT and Nvidia Announcements, here's 7 bits of AI news you might have missed. GPT 4 Does Geography: https://arxiv.org/pdf/2306.00020v1.pdfNvidia GenAI: https://www.youtube.com/watch?v=MVUQ5iJCmKsGoogle Starline Prototype: https://www.youtube.com/watch?v=obuyCkotJ_sCharacter AI Dark Horse: https://twitter.com/natfriedman/status/1662177943995695104/photo/1RealityGPT: https://twitter.com/youneedarobot/status/1664851161155772420Animation in Realtime: https://twitter.com/heyBarsee/status/1665034805384290307GPT 3 Interview: https://github.com/SevaSk/ecoute?ref=futurepedia#readmethebiblegarth Neuralangelo: https://research.nvidia.com/labs/dir/neuralangelo/Unreal Engine 5.2: https://twitter.com/aakashg0/status/1659034331241943040Paranormal Tales: https://twitter.com/DontPlayPT/status/1648816624969940992AI Discovers Liver Cancer Drug: https://www.youtube.com/watch?v=tcFAlZIQ3NISam Altman Tweet: https://twitter.com/sama/status/1664265494298341377OpenAI Plans: https://humanloop.com/blog/openai-plansarxiv.orgCBS News: https://youtu.be/tcFAlZIQ3NIhttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 17:27:16 -0000 full AI Explained From GPT 4 mapping the world to Live 3D Video, and ChatGPT UI changes to Unreal Engine, RealityGPT and Nvidia Announcements, here's 7 bits of AI news you might have missed. GPT 4 Does Geography: https://arxiv.org/pdf/2306.00020v1.pdfNvidia GenAI: https://www.youtube.com/watch?v=MVUQ5iJCmKsGoogle Starline Prototype: https://www.youtube.com/watch?v=obuyCkotJ_sCharacter AI Dark Horse: https://twitter.com/natfriedman/status/1662177943995695104/photo/1RealityGPT: https://twitter.com/youneedarobot/status/1664851161155772420Animation in Realtime: https://twitter.com/heyBarsee/status/1665034805384290307GPT 3 Interview: https://github.com/SevaSk/ecoute?ref=futurepedia#readmethebiblegarth Neuralangelo: https://research.nvidia.com/labs/dir/neuralangelo/Unreal Engine 5.2: https://twitter.com/aakashg0/status/1659034331241943040Paranormal Tales: https://twitter.com/DontPlayPT/status/1648816624969940992AI Discovers Liver Cancer Drug: https://www.youtube.com/watch?v=tcFAlZIQ3NISam Altman Tweet: https://twitter.com/sama/status/1664265494298341377OpenAI Plans: https://humanloop.com/blog/openai-plansarxiv.orgCBS News: https://youtu.be/tcFAlZIQ3NIhttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices From GPT 4 mapping the world to Live 3D Video, and ChatGPT UI changes to Unreal Engine, RealityGPT and Nvidia Announcements, here's 7 bits of AI news you might have missed.

GPT 4 Does Geography: https://arxiv.org/pdf/2306.00020v1.pdf
Nvidia GenAI: https://www.youtube.com/watch?v=MVUQ5iJCmKs
Google Starline Prototype: https://www.youtube.com/watch?v=obuyCkotJ_s
Character AI Dark Horse: https://twitter.com/natfriedman/status/1662177943995695104/photo/1
RealityGPT: https://twitter.com/youneedarobot/status/1664851161155772420
Animation in Realtime: https://twitter.com/heyBarsee/status/1665034805384290307
GPT 3 Interview: https://github.com/SevaSk/ecoute?ref=futurepedia#readmethebiblegarth
Neuralangelo: https://research.nvidia.com/labs/dir/neuralangelo/
Unreal Engine 5.2: https://twitter.com/aakashg0/status/1659034331241943040
Paranormal Tales: https://twitter.com/DontPlayPT/status/1648816624969940992
AI Discovers Liver Cancer Drug: https://www.youtube.com/watch?v=tcFAlZIQ3NI
Sam Altman Tweet: https://twitter.com/sama/status/1664265494298341377
OpenAI Plans: https://humanloop.com/blog/openai-plans
arxiv.org
CBS News: https://youtu.be/tcFAlZIQ3NI

https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/

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]]> 785 no Claude Mythos: Highlights from 244-page Release The model, the mythos, the legend. We have a new best AI model, but not all of us. How good is it, what does it’s new offensive capabilities mean? Why does it’s 244 page report card remind me of Her, and why did the creator of Claude Code call it ‘terrifying’. 30+ highlights sourced by reading the paper in full, old-school, no AI summary.https://80000hours.org/aiexplainedCheck out my fast-growing (!) app, free to use, and code INSIDER15 for paid tiers: https://lmcouncil.aiAI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction00:56 - Internal Release + Availability02:37 - General Capabilities05:12 - Self-improvement?06:15 - ‘Terrifying’ Landscape11:07 - Safety Decision13:22 - Coding14:49 - Alignment, Awareness19:52 - GUI for Agents/Claws + Hallucinations21:34 - …Emotions?25:29 - Her connection244-page System Card: https://www-cdn.anthropic.com/8b8380204f74670be75e81c820ca8dda846ab289.pdfProject Glasswing: https://www.anthropic.com/glasswingZero-Day Details: https://red.anthropic.com/2026/mythos-preview/Mythos ‘terrifying’: https://x.com/bcherny/status/2041605852382351666New Yorker Altman/Amodei: https://archive.fo/20260406100412/https://www.newyorker.com/magazine/2026/04/13/sam-altman-may-control-our-future-can-he-be-trustedAlignment Risk Update: https://www-cdn.anthropic.com/79c2d46d997783b9d2fb3241de43218158e5f25c.pdfIn a Park: https://x.com/sleepinyourhat/status/2041584808514744742“Uhm” - https://x.com/thsottiaux/status/2041749947385815109Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 17:03:45 -0000 full AI Explained The model, the mythos, the legend. We have a new best AI model, but not all of us. How good is it, what does it’s new offensive capabilities mean? Why does it’s 244 page report card remind me of Her, and why did the creator of Claude Code call it ‘terrifying’. 30+ highlights sourced by reading the paper in full, old-school, no AI summary.https://80000hours.org/aiexplainedCheck out my fast-growing (!) app, free to use, and code INSIDER15 for paid tiers: https://lmcouncil.aiAI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction00:56 - Internal Release + Availability02:37 - General Capabilities05:12 - Self-improvement?06:15 - ‘Terrifying’ Landscape11:07 - Safety Decision13:22 - Coding14:49 - Alignment, Awareness19:52 - GUI for Agents/Claws + Hallucinations21:34 - …Emotions?25:29 - Her connection244-page System Card: https://www-cdn.anthropic.com/8b8380204f74670be75e81c820ca8dda846ab289.pdfProject Glasswing: https://www.anthropic.com/glasswingZero-Day Details: https://red.anthropic.com/2026/mythos-preview/Mythos ‘terrifying’: https://x.com/bcherny/status/2041605852382351666New Yorker Altman/Amodei: https://archive.fo/20260406100412/https://www.newyorker.com/magazine/2026/04/13/sam-altman-may-control-our-future-can-he-be-trustedAlignment Risk Update: https://www-cdn.anthropic.com/79c2d46d997783b9d2fb3241de43218158e5f25c.pdfIn a Park: https://x.com/sleepinyourhat/status/2041584808514744742“Uhm” - https://x.com/thsottiaux/status/2041749947385815109Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices The model, the mythos, the legend. We have a new best AI model, but not all of us. How good is it, what does it’s new offensive capabilities mean? Why does it’s 244 page report card remind me of Her, and why did the creator of Claude Code call it ‘terrifying’. 30+ highlights sourced by reading the paper in full, old-school, no AI summary.

https://80000hours.org/aiexplained


Check out my fast-growing (!) app, free to use, and code INSIDER15 for paid tiers: https://lmcouncil.ai

AI Insiders ($9!): https://www.patreon.com/AIExplained

Chapters:
00:00 - Introduction
00:56 - Internal Release + Availability
02:37 - General Capabilities
05:12 - Self-improvement?
06:15 - ‘Terrifying’ Landscape
11:07 - Safety Decision
13:22 - Coding
14:49 - Alignment, Awareness
19:52 - GUI for Agents/Claws + Hallucinations
21:34 - …Emotions?
25:29 - Her connection

244-page System Card: https://www-cdn.anthropic.com/8b8380204f74670be75e81c820ca8dda846ab289.pdf

Project Glasswing: https://www.anthropic.com/glasswing
Zero-Day Details: https://red.anthropic.com/2026/mythos-preview/

Mythos ‘terrifying’: https://x.com/bcherny/status/2041605852382351666

New Yorker Altman/Amodei: https://archive.fo/20260406100412/https://www.newyorker.com/magazine/2026/04/13/sam-altman-may-control-our-future-can-he-be-trusted

Alignment Risk Update: https://www-cdn.anthropic.com/79c2d46d997783b9d2fb3241de43218158e5f25c.pdf

In a Park: https://x.com/sleepinyourhat/status/2041584808514744742

“Uhm” - https://x.com/thsottiaux/status/2041749947385815109


Non-hype Newsletter: https://signaltonoise.beehiiv.com/

Podcast: https://aiexplainedopodcast.buzzsprout.com/

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 2146 no Deep Research by OpenAI - The Ups and Downs vs DeepSeek R1 Search + Gemini Deep Research 12 hours ago Deep Research was unveiled, and I’ve tested it thoroughly, including vs Deepseek R1 with search, Gemini Deep Research and even R1 in Perplexity. It’s a notable step forward, with one big caveat. I’ll go through all the benchmark figures, my initial impression of the o3 model within, and much more.AI Insiders ($9!) - my Patreon with exclusive vids: https://www.patreon.com/AIExplainedDeep Research: https://openai.com/index/introducing-deep-research/https://www.youtube.com/watch?v=YkCDVn3_wiwGAIA Bench: https://openreview.net/forum?id=fibxvahvs3https://openreview.net/pdf?id=fibxvahvs3CodeELO:https://arxiv.org/pdf/2501.01257CamelCamel:https://uk.camelcamelcamel.com/Deepseek R1 with search: https://chat.deepseek.com/https://arxiv.org/pdf/2501.12948HaluBench: https://arxiv.org/pdf/2407.08488Chapters:00:00 - Introduction01:06 - Powered by o3, Humanity’s Last Exam, GAIA03:55 - Simple Tests 06:00 - Good News vs Deepseek R1 and Gemini Deep Research09:32 - Bad News on Hallucinations 14:14 - What Can’t it Browse?14:42 - For Shopping?16:40 - Final thoughtsNon-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 16:35:00 -0000 full AI Explained 12 hours ago Deep Research was unveiled, and I’ve tested it thoroughly, including vs Deepseek R1 with search, Gemini Deep Research and even R1 in Perplexity. It’s a notable step forward, with one big caveat. I’ll go through all the benchmark figures, my initial impression of the o3 model within, and much more.AI Insiders ($9!) - my Patreon with exclusive vids: https://www.patreon.com/AIExplainedDeep Research: https://openai.com/index/introducing-deep-research/https://www.youtube.com/watch?v=YkCDVn3_wiwGAIA Bench: https://openreview.net/forum?id=fibxvahvs3https://openreview.net/pdf?id=fibxvahvs3CodeELO:https://arxiv.org/pdf/2501.01257CamelCamel:https://uk.camelcamelcamel.com/Deepseek R1 with search: https://chat.deepseek.com/https://arxiv.org/pdf/2501.12948HaluBench: https://arxiv.org/pdf/2407.08488Chapters:00:00 - Introduction01:06 - Powered by o3, Humanity’s Last Exam, GAIA03:55 - Simple Tests 06:00 - Good News vs Deepseek R1 and Gemini Deep Research09:32 - Bad News on Hallucinations 14:14 - What Can’t it Browse?14:42 - For Shopping?16:40 - Final thoughtsNon-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices 12 hours ago Deep Research was unveiled, and I’ve tested it thoroughly, including vs Deepseek R1 with search, Gemini Deep Research and even R1 in Perplexity. It’s a notable step forward, with one big caveat. I’ll go through all the benchmark figures, my initial impression of the o3 model within, and much more.

AI Insiders ($9!) - my Patreon with exclusive vids: https://www.patreon.com/AIExplained

Deep Research: https://openai.com/index/introducing-deep-research/
https://www.youtube.com/watch?v=YkCDVn3_wiw

GAIA Bench: https://openreview.net/forum?id=fibxvahvs3
https://openreview.net/pdf?id=fibxvahvs3
CodeELO:https://arxiv.org/pdf/2501.01257
CamelCamel:https://uk.camelcamelcamel.com/
Deepseek R1 with search: https://chat.deepseek.com/
https://arxiv.org/pdf/2501.12948
HaluBench: https://arxiv.org/pdf/2407.08488

Chapters:
00:00 - Introduction
01:06 - Powered by o3, Humanity’s Last Exam, GAIA
03:55 - Simple Tests
06:00 - Good News vs Deepseek R1 and Gemini Deep Research
09:32 - Bad News on Hallucinations
14:14 - What Can’t it Browse?
14:42 - For Shopping?
16:40 - Final thoughts



Non-hype Newsletter: https://signaltonoise.beehiiv.com/

Podcast: https://aiexplainedopodcast.buzzsprout.com/

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 1487 no 8 Ways ChatGPT 4 [Is] Better Than ChatGPT Hear me now, quote me later: these are the 8 ways in which ChatGPT will be improved in ChatGPT 4. From critical reasoning to coding, comprehension to calculation, I will give the peer-reviewed evidence of what is to come. By examining publicly accessible benchmarks, comparable large language models and the latest research papers, we can discern the ways in which GPT4 (integrated into Bing or otherwise) will beat ChatGPT. I'll show you how unreleased models already beat current ChatGPT and all of this will actually give a clearer insight into what even GPT5 and rival models from Google might well be able to achieve.https://ai.googleblog.com/2022/04/pathways-language-model-palm-scaling-to.htmlhttps://cloud.google.com/blog/topics/tpus/google-showcases-cloud-tpu-v4-pods-for-large-model-traininghttps://arxiv.org/pdf/2204.02311.pdfhttps://arxiv.org/pdf/1905.00537.pdfhttps://arxiv.org/pdf/2201.11903.pdfhttps://github.com/google/BIG-bench/https://github.com/google/BIG-bench/blob/main/bigbench/benchmark_tasks/README.mdhttps://github.com/google/BIG-bench/tree/main/bigbench/benchmark_tasks/gre_reading_comprehensionhttps://github.com/google/BIG-bench/tree/main/bigbench/benchmark_tasks/logical_argshttps://github.com/google/BIG-bench/tree/main/bigbench/benchmark_tasks/evaluating_information_essentialityhttps://github.com/google/BIG-bench/tree/main/bigbench/benchmark_tasks/physicshttp://web.mit.edu/~yczeng/Public/WORKBOOK%201%20FULL.pdfhttps://github.com/google/BIG-bench/tree/main/bigbench/benchmark_tasks/sufficient_informationhttps://github.com/google/BIG-bench/tree/main/bigbench/benchmark_tasks/implicatureshttps://github.com/google/BIG-bench/tree/main/bigbench/benchmark_tasks/winowhyhttps://www.deepmind.com/publications/an-empirical-analysis-of-compute-optimal-large-language-model-traininghttps://lambdalabs.com/blog/nvidia-h100-gpu-deep-learning-performance-analysis#:~:text=Compared%20to%20NVIDIA's%20previous%2Dgeneration,multiprocessors%2C%20and%20higher%20clock%20frequency.https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 16:24:32 -0000 full AI Explained Hear me now, quote me later: these are the 8 ways in which ChatGPT will be improved in ChatGPT 4. From critical reasoning to coding, comprehension to calculation, I will give the peer-reviewed evidence of what is to come. By examining publicly accessible benchmarks, comparable large language models and the latest research papers, we can discern the ways in which GPT4 (integrated into Bing or otherwise) will beat ChatGPT. I'll show you how unreleased models already beat current ChatGPT and all of this will actually give a clearer insight into what even GPT5 and rival models from Google might well be able to achieve.https://ai.googleblog.com/2022/04/pathways-language-model-palm-scaling-to.htmlhttps://cloud.google.com/blog/topics/tpus/google-showcases-cloud-tpu-v4-pods-for-large-model-traininghttps://arxiv.org/pdf/2204.02311.pdfhttps://arxiv.org/pdf/1905.00537.pdfhttps://arxiv.org/pdf/2201.11903.pdfhttps://github.com/google/BIG-bench/https://github.com/google/BIG-bench/blob/main/bigbench/benchmark_tasks/README.mdhttps://github.com/google/BIG-bench/tree/main/bigbench/benchmark_tasks/gre_reading_comprehensionhttps://github.com/google/BIG-bench/tree/main/bigbench/benchmark_tasks/logical_argshttps://github.com/google/BIG-bench/tree/main/bigbench/benchmark_tasks/evaluating_information_essentialityhttps://github.com/google/BIG-bench/tree/main/bigbench/benchmark_tasks/physicshttp://web.mit.edu/~yczeng/Public/WORKBOOK%201%20FULL.pdfhttps://github.com/google/BIG-bench/tree/main/bigbench/benchmark_tasks/sufficient_informationhttps://github.com/google/BIG-bench/tree/main/bigbench/benchmark_tasks/implicatureshttps://github.com/google/BIG-bench/tree/main/bigbench/benchmark_tasks/winowhyhttps://www.deepmind.com/publications/an-empirical-analysis-of-compute-optimal-large-language-model-traininghttps://lambdalabs.com/blog/nvidia-h100-gpu-deep-learning-performance-analysis#:~:text=Compared%20to%20NVIDIA's%20previous%2Dgeneration,multiprocessors%2C%20and%20higher%20clock%20frequency.https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Hear me now, quote me later: these are the 8 ways in which ChatGPT will be improved in ChatGPT 4. From critical reasoning to coding, comprehension to calculation, I will give the peer-reviewed evidence of what is to come.

By examining publicly accessible benchmarks, comparable large language models and the latest research papers, we can discern the ways in which GPT4 (integrated into Bing or otherwise) will beat ChatGPT.

I'll show you how unreleased models already beat current ChatGPT and all of this will actually give a clearer insight into what even GPT5 and rival models from Google might well be able to achieve.

https://ai.googleblog.com/2022/04/pathways-language-model-palm-scaling-to.html
https://cloud.google.com/blog/topics/tpus/google-showcases-cloud-tpu-v4-pods-for-large-model-training
https://arxiv.org/pdf/2204.02311.pdf
https://arxiv.org/pdf/1905.00537.pdf
https://arxiv.org/pdf/2201.11903.pdf
https://github.com/google/BIG-bench/
https://github.com/google/BIG-bench/blob/main/bigbench/benchmark_tasks/README.md
https://github.com/google/BIG-bench/tree/main/bigbench/benchmark_tasks/gre_reading_comprehension
https://github.com/google/BIG-bench/tree/main/bigbench/benchmark_tasks/logical_args
https://github.com/google/BIG-bench/tree/main/bigbench/benchmark_tasks/evaluating_information_essentiality
https://github.com/google/BIG-bench/tree/main/bigbench/benchmark_tasks/physics
http://web.mit.edu/~yczeng/Public/WORKBOOK%201%20FULL.pdf
https://github.com/google/BIG-bench/tree/main/bigbench/benchmark_tasks/sufficient_information
https://github.com/google/BIG-bench/tree/main/bigbench/benchmark_tasks/implicatures
https://github.com/google/BIG-bench/tree/main/bigbench/benchmark_tasks/winowhy
https://www.deepmind.com/publications/an-empirical-analysis-of-compute-optimal-large-language-model-training
https://lambdalabs.com/blog/nvidia-h100-gpu-deep-learning-performance-analysis#:~:text=Compared%20to%20NVIDIA's%20previous%2Dgeneration,multiprocessors%2C%20and%20higher%20clock%20frequency.

https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 1633 no State of AI 2023: Highlights of 163 Page Report + Eureka Self-Improvement, MEG, Suno AI and GPT F This video will not only cover the highlights of a new 163 page report on the state of AI in 2023, it will dive into major breakthroughs in just the last week, from Eureka, which documents self-improvement via GPT 4 feedback, to MEG for real-time brain scans, Suno AI for all your AI meme needs, and even mathematical theorem proving. Let me know what you think! https://www.patreon.com/AIExplainedState of AI Report 2023: https://docs.google.com/presentation/d/156WpBF_rGvf4Ecg19oM1fyR51g4FAmHV3Zs0WLukrLQ/edit#slide=id.g24daeb7f4f0_0_3418 MEG Brain to Image: https://ai.meta.com/blog/brain-ai-image-decoding-meg-magnetoencephalography/ Brain Decoding Paper: https://ai.meta.com/static-resource/image-decoding Orca: https://arxiv.org/pdf/2306.02707.pdf Use at MSFT: https://www.theinformation.com/articles/how-microsoft-is-trying-to-lessen-its-addiction-to-openai-as-ai-costs-soar?rc=sy0ihq Eureka Jim Fan: https://twitter.com/DrJimFan/status/1715401002957013076 Eureka Paper: https://eureka-research.github.io/ AI Drone Racing: https://www.youtube.com/watch?v=fBiataDpGIo eHang Drone Taxis: https://twitter.com/rowancheung/status/1713929937424433516 Paper: https://www.nature.com/articles/s41586-023-06419-4 Suno: https://discord.com/invite/suno-ai AlphaTensor: https://www.deepmind.com/blog/discovering-novel-algorithms-with-alphatensor GPT f: https://arxiv.org/pdf/2009.03393.pdf AI Math Theorem Proving: https://ai.meta.com/blog/ai-math-theorem-proving/ Imbue AI: https://imbue.com/company/introducing-imbue/ https://www.youtube.com/watch?v=eNcBsBREvew&t=41s AI Chip Ban: https://www.theregister.com/2023/10/18/america_china_sanctions/ Google Indemnification: https://www.legaldive.com/news/google-indemnify-generativeai-users-against-infringement-copyright-IP-genAI/696593/ Autonomous Drone: https://www.newscientist.com/article/2397389-ukrainian-ai-attack-drones-may-be-killing-without-human-oversight/ Killer Robot: https://www.forbes.com/sites/davidhambling/2023/10/17/ukraines-ai-drones-seek-and-attack-russian-forces-without-human-oversight/ Rand Bioweapon: https://www.theguardian.com/technology/2023/oct/16/ai-chatbots-could-help-plan-bioweapon-attacks-report-finds The Verge Loki: https://www.theverge.com/2023/10/9/23909529/disney-marvel-loki-generative-ai-poster-backlash-season-2 AI Rickrolling: https://twitter.com/DiffusionPics/status/1715441914848383432 https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 16:06:15 -0000 full AI Explained This video will not only cover the highlights of a new 163 page report on the state of AI in 2023, it will dive into major breakthroughs in just the last week, from Eureka, which documents self-improvement via GPT 4 feedback, to MEG for real-time brain scans, Suno AI for all your AI meme needs, and even mathematical theorem proving. Let me know what you think! https://www.patreon.com/AIExplainedState of AI Report 2023: https://docs.google.com/presentation/d/156WpBF_rGvf4Ecg19oM1fyR51g4FAmHV3Zs0WLukrLQ/edit#slide=id.g24daeb7f4f0_0_3418 MEG Brain to Image: https://ai.meta.com/blog/brain-ai-image-decoding-meg-magnetoencephalography/ Brain Decoding Paper: https://ai.meta.com/static-resource/image-decoding Orca: https://arxiv.org/pdf/2306.02707.pdf Use at MSFT: https://www.theinformation.com/articles/how-microsoft-is-trying-to-lessen-its-addiction-to-openai-as-ai-costs-soar?rc=sy0ihq Eureka Jim Fan: https://twitter.com/DrJimFan/status/1715401002957013076 Eureka Paper: https://eureka-research.github.io/ AI Drone Racing: https://www.youtube.com/watch?v=fBiataDpGIo eHang Drone Taxis: https://twitter.com/rowancheung/status/1713929937424433516 Paper: https://www.nature.com/articles/s41586-023-06419-4 Suno: https://discord.com/invite/suno-ai AlphaTensor: https://www.deepmind.com/blog/discovering-novel-algorithms-with-alphatensor GPT f: https://arxiv.org/pdf/2009.03393.pdf AI Math Theorem Proving: https://ai.meta.com/blog/ai-math-theorem-proving/ Imbue AI: https://imbue.com/company/introducing-imbue/ https://www.youtube.com/watch?v=eNcBsBREvew&t=41s AI Chip Ban: https://www.theregister.com/2023/10/18/america_china_sanctions/ Google Indemnification: https://www.legaldive.com/news/google-indemnify-generativeai-users-against-infringement-copyright-IP-genAI/696593/ Autonomous Drone: https://www.newscientist.com/article/2397389-ukrainian-ai-attack-drones-may-be-killing-without-human-oversight/ Killer Robot: https://www.forbes.com/sites/davidhambling/2023/10/17/ukraines-ai-drones-seek-and-attack-russian-forces-without-human-oversight/ Rand Bioweapon: https://www.theguardian.com/technology/2023/oct/16/ai-chatbots-could-help-plan-bioweapon-attacks-report-finds The Verge Loki: https://www.theverge.com/2023/10/9/23909529/disney-marvel-loki-generative-ai-poster-backlash-season-2 AI Rickrolling: https://twitter.com/DiffusionPics/status/1715441914848383432 https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices This video will not only cover the highlights of a new 163 page report on the state of AI in 2023, it will dive into major breakthroughs in just the last week, from Eureka, which documents self-improvement via GPT 4 feedback, to MEG for real-time brain scans, Suno AI for all your AI meme needs, and even mathematical theorem proving. Let me know what you think!

https://www.patreon.com/AIExplained

State of AI Report 2023: https://docs.google.com/presentation/d/156WpBF_rGvf4Ecg19oM1fyR51g4FAmHV3Zs0WLukrLQ/edit#slide=id.g24daeb7f4f0_0_3418
MEG Brain to Image: https://ai.meta.com/blog/brain-ai-image-decoding-meg-magnetoencephalography/
Brain Decoding Paper: https://ai.meta.com/static-resource/image-decoding Orca: https://arxiv.org/pdf/2306.02707.pdf
Use at MSFT: https://www.theinformation.com/articles/how-microsoft-is-trying-to-lessen-its-addiction-to-openai-as-ai-costs-soar?rc=sy0ihq
Eureka Jim Fan: https://twitter.com/DrJimFan/status/1715401002957013076
Eureka Paper: https://eureka-research.github.io/
AI Drone Racing: https://www.youtube.com/watch?v=fBiataDpGIo
eHang Drone Taxis: https://twitter.com/rowancheung/status/1713929937424433516
Paper: https://www.nature.com/articles/s41586-023-06419-4
Suno: https://discord.com/invite/suno-ai
AlphaTensor: https://www.deepmind.com/blog/discovering-novel-algorithms-with-alphatensor
GPT f: https://arxiv.org/pdf/2009.03393.pdf
AI Math Theorem Proving: https://ai.meta.com/blog/ai-math-theorem-proving/
Imbue AI: https://imbue.com/company/introducing-imbue/ https://www.youtube.com/watch?v=eNcBsBREvew&t=41s
AI Chip Ban: https://www.theregister.com/2023/10/18/america_china_sanctions/ Google Indemnification: https://www.legaldive.com/news/google-indemnify-generativeai-users-against-infringement-copyright-IP-genAI/696593/
Autonomous Drone: https://www.newscientist.com/article/2397389-ukrainian-ai-attack-drones-may-be-killing-without-human-oversight/
Killer Robot: https://www.forbes.com/sites/davidhambling/2023/10/17/ukraines-ai-drones-seek-and-attack-russian-forces-without-human-oversight/
Rand Bioweapon: https://www.theguardian.com/technology/2023/oct/16/ai-chatbots-could-help-plan-bioweapon-attacks-report-finds
The Verge Loki: https://www.theverge.com/2023/10/9/23909529/disney-marvel-loki-generative-ai-poster-backlash-season-2
AI Rickrolling: https://twitter.com/DiffusionPics/status/1715441914848383432

https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/

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]]> 1368 no o3 breaks (some) records, but AI becomes pay-to-win A green card, o3 vs Gemini 2.5, 6 Benchmarks and a whole bunch of my thoughts on what on earth is happening in AI, from here to 2030. Plus, how AI is becoming pay-to-win, and why. Crazy times, 14 mins probably wasn’t enough.https://app.grayswan.ai/ai-explainedAI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction00:33 - FictionLiveBench01:37 - PHYBench02:14 - SimpleBench02:54 - Virology Capabilities Test03:13 - Mathematics Performance04:29 - Vision Benchmarks05:43 - V* and how o3 works06:44 - Revenue and costs for you08:54 - Expensive RL and trade-offs 09:40 - How to spend the OOMs13:27 - Gray Swan ArenaGreen Card: https://techcrunch.com/2025/04/25/an-openai-researcher-who-worked-on-gpt-4-5-had-their-green-card-denied/PHYBench: https://arxiv.org/pdf/2504.16074Virologytest: https://www.virologytest.ai/How o3 Vision Works: https://arxiv.org/pdf/2312.14135 https://x.com/sainingxie/status/1912570624523829573Visual puzzles: https://neulab.github.io/VisualPuzzles/Fiction Bench: https://x.com/ficlive/status/1912863028141244850https://geobench.org/https://simple-bench.com/AIME 2025: https://openai.com/index/introducing-o3-and-o4-mini/USAMO: https://x.com/mbalunovic/status/1914398518896193747NaturalBench: https://linzhiqiu.github.io/papers/naturalbench/Where’s Waldo: https://uk.pinterest.com/pin/492792384225896298/IMO and AlphaProof:https://deepmind.google/discover/blog/ai-solves-imo-problems-at-silver-medal-level/Crazy Revenue: https://www.theinformation.com/articles/openai-forecasts-revenue-topping-125-billion-2029-agents-new-products-gain?rc=sy0ihqNumber of Users: https://www.theinformation.com/briefings/googles-gemini-user-numbers-revealed-court?rc=sy0ihqSubscriptions pay to win: https://www.forbes.com/sites/paulmonckton/2025/04/23/google-leak-reveals-new-gemini-ai-subscription-levels/GPU Trade-offs: https://x.com/sama/status/1915098951067554030RL Scale-up Amodei: https://www.darioamodei.com/post/on-deepseek-and-export-controlsLog-linear Returns: https://x.com/bobmcgrewai/status/18952282919819432652030 Scaling: https://epoch.ai/blog/can-ai-scaling-continue-through-2030Model Size: https://x.com/slow_developer/status/1874554473256997201Adam on AGI: https://x.com/TheRealAdamG/status/1913998366632968381Papers on Patreon: https://arxiv.org/pdf/2502.01839https://arxiv.org/pdf/2504.13837Chollet Quote: https://x.com/fchollet/status/1912934762580447447OpenSim: https://opensim.stanford.edu/Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 15:37:30 -0000 full AI Explained A green card, o3 vs Gemini 2.5, 6 Benchmarks and a whole bunch of my thoughts on what on earth is happening in AI, from here to 2030. Plus, how AI is becoming pay-to-win, and why. Crazy times, 14 mins probably wasn’t enough.https://app.grayswan.ai/ai-explainedAI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction00:33 - FictionLiveBench01:37 - PHYBench02:14 - SimpleBench02:54 - Virology Capabilities Test03:13 - Mathematics Performance04:29 - Vision Benchmarks05:43 - V* and how o3 works06:44 - Revenue and costs for you08:54 - Expensive RL and trade-offs 09:40 - How to spend the OOMs13:27 - Gray Swan ArenaGreen Card: https://techcrunch.com/2025/04/25/an-openai-researcher-who-worked-on-gpt-4-5-had-their-green-card-denied/PHYBench: https://arxiv.org/pdf/2504.16074Virologytest: https://www.virologytest.ai/How o3 Vision Works: https://arxiv.org/pdf/2312.14135 https://x.com/sainingxie/status/1912570624523829573Visual puzzles: https://neulab.github.io/VisualPuzzles/Fiction Bench: https://x.com/ficlive/status/1912863028141244850https://geobench.org/https://simple-bench.com/AIME 2025: https://openai.com/index/introducing-o3-and-o4-mini/USAMO: https://x.com/mbalunovic/status/1914398518896193747NaturalBench: https://linzhiqiu.github.io/papers/naturalbench/Where’s Waldo: https://uk.pinterest.com/pin/492792384225896298/IMO and AlphaProof:https://deepmind.google/discover/blog/ai-solves-imo-problems-at-silver-medal-level/Crazy Revenue: https://www.theinformation.com/articles/openai-forecasts-revenue-topping-125-billion-2029-agents-new-products-gain?rc=sy0ihqNumber of Users: https://www.theinformation.com/briefings/googles-gemini-user-numbers-revealed-court?rc=sy0ihqSubscriptions pay to win: https://www.forbes.com/sites/paulmonckton/2025/04/23/google-leak-reveals-new-gemini-ai-subscription-levels/GPU Trade-offs: https://x.com/sama/status/1915098951067554030RL Scale-up Amodei: https://www.darioamodei.com/post/on-deepseek-and-export-controlsLog-linear Returns: https://x.com/bobmcgrewai/status/18952282919819432652030 Scaling: https://epoch.ai/blog/can-ai-scaling-continue-through-2030Model Size: https://x.com/slow_developer/status/1874554473256997201Adam on AGI: https://x.com/TheRealAdamG/status/1913998366632968381Papers on Patreon: https://arxiv.org/pdf/2502.01839https://arxiv.org/pdf/2504.13837Chollet Quote: https://x.com/fchollet/status/1912934762580447447OpenSim: https://opensim.stanford.edu/Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices A green card, o3 vs Gemini 2.5, 6 Benchmarks and a whole bunch of my thoughts on what on earth is happening in AI, from here to 2030. Plus, how AI is becoming pay-to-win, and why. Crazy times, 14 mins probably wasn’t enough.

https://app.grayswan.ai/ai-explained

AI Insiders ($9!): https://www.patreon.com/AIExplained

Chapters:
00:00 - Introduction
00:33 - FictionLiveBench
01:37 - PHYBench
02:14 - SimpleBench
02:54 - Virology Capabilities Test
03:13 - Mathematics Performance
04:29 - Vision Benchmarks
05:43 - V* and how o3 works
06:44 - Revenue and costs for you
08:54 - Expensive RL and trade-offs
09:40 - How to spend the OOMs
13:27 - Gray Swan Arena

Green Card: https://techcrunch.com/2025/04/25/an-openai-researcher-who-worked-on-gpt-4-5-had-their-green-card-denied/
PHYBench: https://arxiv.org/pdf/2504.16074Virologytest: https://www.virologytest.ai/
How o3 Vision Works: https://arxiv.org/pdf/2312.14135 https://x.com/sainingxie/status/1912570624523829573
Visual puzzles: https://neulab.github.io/VisualPuzzles/
Fiction Bench: https://x.com/ficlive/status/1912863028141244850
https://geobench.org/
https://simple-bench.com/
AIME 2025: https://openai.com/index/introducing-o3-and-o4-mini/
USAMO: https://x.com/mbalunovic/status/1914398518896193747
NaturalBench: https://linzhiqiu.github.io/papers/naturalbench/
Where’s Waldo: https://uk.pinterest.com/pin/492792384225896298/
IMO and AlphaProof:https://deepmind.google/discover/blog/ai-solves-imo-problems-at-silver-medal-level/
Crazy Revenue: https://www.theinformation.com/articles/openai-forecasts-revenue-topping-125-billion-2029-agents-new-products-gain?rc=sy0ihq
Number of Users: https://www.theinformation.com/briefings/googles-gemini-user-numbers-revealed-court?rc=sy0ihq
Subscriptions pay to win: https://www.forbes.com/sites/paulmonckton/2025/04/23/google-leak-reveals-new-gemini-ai-subscription-levels/
GPU Trade-offs: https://x.com/sama/status/1915098951067554030
RL Scale-up Amodei: https://www.darioamodei.com/post/on-deepseek-and-export-controls
Log-linear Returns: https://x.com/bobmcgrewai/status/1895228291981943265
2030 Scaling: https://epoch.ai/blog/can-ai-scaling-continue-through-2030
Model Size: https://x.com/slow_developer/status/1874554473256997201
Adam on AGI: https://x.com/TheRealAdamG/status/1913998366632968381
Papers on Patreon: https://arxiv.org/pdf/2502.01839
https://arxiv.org/pdf/2504.13837
Chollet Quote: https://x.com/fchollet/status/1912934762580447447
OpenSim: https://opensim.stanford.edu/


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]]> 1188 no Anthropic: Our AI just created a tool that can ‘automate all white collar work’, Me: A new tool, with code written *only* by AI, has gone omega-viral: Claude Cowork. But is the hype justified? What do the stats say on productivity? Where is the truth in a sea of noise? What is truth? Can we handle the truth? Where's Nemo?https://matsprogram.org/s26-aieCheck out my new app! https://lmcouncil.aiAI Insiders ($9!): https://www.patreon.com/AIExplainedChapters: 00:00 - Introduction01:12 - Claude Cowork07:36 - Productivity Speed-up + jobs10:19 - Comparing Models12:46 - Brittle AI PaperCowork Intro: https://x.com/claudeai/thread/2010805682434666759'All of it': https://x.com/bcherny/status/2010813886052581538'AGI' Claims: https://x.com/deepfates/status/2004994698335879383Douglas Interview: https://www.youtube.com/watch?v=TOsNrV3bXtQ&t=2313sJob Stats: https://www.oxfordeconomics.com/wp-content/uploads/2026/01/Evidence-of-an-AI-driven-shakeup-of-job-markets-is-patchy.pdfAmodei Prediction: https://fortune.com/2025/05/28/anthropic-ceo-warning-ai-job-loss/GenAI Traffic: https://x.com/demishassabis/status/2009075877347512545Illusion of Insight: https://arxiv.org/pdf/2601.00514Entropy Exploration: https://arxiv.org/pdf/2506.14758ProRL: https://arxiv.org/pdf/2505.24864Genesis Mission: https://www.whitehouse.gov/presidential-actions/2025/11/launching-the-genesis-mission/https://deepmind.google/blog/how-were-supporting-better-tropical-cyclone-prediction-with-ai/Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 15:21:49 -0000 full AI Explained A new tool, with code written *only* by AI, has gone omega-viral: Claude Cowork. But is the hype justified? What do the stats say on productivity? Where is the truth in a sea of noise? What is truth? Can we handle the truth? Where's Nemo?https://matsprogram.org/s26-aieCheck out my new app! https://lmcouncil.aiAI Insiders ($9!): https://www.patreon.com/AIExplainedChapters: 00:00 - Introduction01:12 - Claude Cowork07:36 - Productivity Speed-up + jobs10:19 - Comparing Models12:46 - Brittle AI PaperCowork Intro: https://x.com/claudeai/thread/2010805682434666759'All of it': https://x.com/bcherny/status/2010813886052581538'AGI' Claims: https://x.com/deepfates/status/2004994698335879383Douglas Interview: https://www.youtube.com/watch?v=TOsNrV3bXtQ&t=2313sJob Stats: https://www.oxfordeconomics.com/wp-content/uploads/2026/01/Evidence-of-an-AI-driven-shakeup-of-job-markets-is-patchy.pdfAmodei Prediction: https://fortune.com/2025/05/28/anthropic-ceo-warning-ai-job-loss/GenAI Traffic: https://x.com/demishassabis/status/2009075877347512545Illusion of Insight: https://arxiv.org/pdf/2601.00514Entropy Exploration: https://arxiv.org/pdf/2506.14758ProRL: https://arxiv.org/pdf/2505.24864Genesis Mission: https://www.whitehouse.gov/presidential-actions/2025/11/launching-the-genesis-mission/https://deepmind.google/blog/how-were-supporting-better-tropical-cyclone-prediction-with-ai/Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices A new tool, with code written *only* by AI, has gone omega-viral: Claude Cowork. But is the hype justified? What do the stats say on productivity? Where is the truth in a sea of noise? What is truth? Can we handle the truth? Where's Nemo?

https://matsprogram.org/s26-aie


Check out my new app! https://lmcouncil.ai

AI Insiders ($9!): https://www.patreon.com/AIExplained

Chapters:
00:00 - Introduction
01:12 - Claude Cowork
07:36 - Productivity Speed-up + jobs
10:19 - Comparing Models
12:46 - Brittle AI Paper

Cowork Intro: https://x.com/claudeai/thread/2010805682434666759

'All of it': https://x.com/bcherny/status/2010813886052581538

'AGI' Claims: https://x.com/deepfates/status/2004994698335879383

Douglas Interview: https://www.youtube.com/watch?v=TOsNrV3bXtQ&t=2313s

Job Stats: https://www.oxfordeconomics.com/wp-content/uploads/2026/01/Evidence-of-an-AI-driven-shakeup-of-job-markets-is-patchy.pdf
Amodei Prediction: https://fortune.com/2025/05/28/anthropic-ceo-warning-ai-job-loss/

GenAI Traffic: https://x.com/demishassabis/status/2009075877347512545

Illusion of Insight: https://arxiv.org/pdf/2601.00514
Entropy Exploration: https://arxiv.org/pdf/2506.14758
ProRL: https://arxiv.org/pdf/2505.24864

Genesis Mission: https://www.whitehouse.gov/presidential-actions/2025/11/launching-the-genesis-mission/
https://deepmind.google/blog/how-were-supporting-better-tropical-cyclone-prediction-with-ai/


Non-hype Newsletter: https://signaltonoise.beehiiv.com/

Podcast: https://aiexplainedopodcast.buzzsprout.com/

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]]> 1577 no How Well Can GPT-4 See? And the 5 Upgrades That Are Next What exactly can GPT-4 see? And does OpenAI have a plan for physical embodiment? Over 12 separate developments announced in the last few days are covered in this video, in which I showcase how improvements in text, speech, 3D, and embodiment are beginning to complement each other.We'll take an early look at use cases for images in GPT 4, how Nvidia and Adobe are pushing boundaries in Text to 3D, at Sam Altman's Moore's Law For Everything, at the new LeRF model and Assembly AI's latest Speech-to-Text. We will also see how OpenAI already had a Robotics team but now is invested in 1x, developing humanoid robots. But they are not the first, as Agility Robotics has shown...Conformer Model: https://www.assemblyai.com/playground/sourceNapkin-to-Code: https://twitter.com/rowancheung/status/1635744529587359756BeMyEyes: https://twitter.com/BeMyEyes/status/1635690254689599488Tanishq: https://twitter.com/iScienceLuvrMedical Questions: https://arxiv.org/pdf/2303.13375.pdfVQA: https://arxiv.org/pdf/1904.08920.pdfScale is All You Need: https://twitter.com/markchen90/status/1637903780393160704Nvidia Text-to-3D: https://twitter.com/chenhsuan_lin/status/1638543416723406849?t=rXEsDcEvsdmMPEsZPPhWmw&s=09Adobe Firefly: https://www.youtube.com/watch?v=_sJfNfMAQHwMoore's Law For Everything: https://moores.samaltman.com/#:~:text=Moore%27s%20Law%20for%20Everything.%20Broadly%20speaking%2C%20there%20are,we%20can%20get%20with%20the%20resources%20we%20have.LeRF 3D: https://arxiv.org/pdf/2303.09553.pdfWired: https://www.wired.com/story/fast-forward-for-smarter-robots-just-add-humans/Conformer Model: https://www.assemblyai.com/playground/sourcehttps://www.assemblyai.com/blog/conformer-1/Boston Dynamics: https://www.youtube.com/watch?v=-e1_QhJ1EhQ1X: https://www.1x.tech/Quadrupedal Agility: https://arxiv.org/pdf/2303.11330.pdfRubik's Cube: https://openai.com/research/solving-rubiks-cubeStatues: https://twitter.com/TuurDemeester/status/1639421727548616710GPT 4 Technical Report: https://arxiv.org/pdf/2303.08774.pdfAgility Robotics: https://www.youtube.com/watch?v=FhlUI2xDxdESam Altman Lex Fridman: https://www.youtube.com/watch?v=L_Guz73e6fwhttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 15:08:45 -0000 full AI Explained What exactly can GPT-4 see? And does OpenAI have a plan for physical embodiment? Over 12 separate developments announced in the last few days are covered in this video, in which I showcase how improvements in text, speech, 3D, and embodiment are beginning to complement each other.We'll take an early look at use cases for images in GPT 4, how Nvidia and Adobe are pushing boundaries in Text to 3D, at Sam Altman's Moore's Law For Everything, at the new LeRF model and Assembly AI's latest Speech-to-Text. We will also see how OpenAI already had a Robotics team but now is invested in 1x, developing humanoid robots. But they are not the first, as Agility Robotics has shown...Conformer Model: https://www.assemblyai.com/playground/sourceNapkin-to-Code: https://twitter.com/rowancheung/status/1635744529587359756BeMyEyes: https://twitter.com/BeMyEyes/status/1635690254689599488Tanishq: https://twitter.com/iScienceLuvrMedical Questions: https://arxiv.org/pdf/2303.13375.pdfVQA: https://arxiv.org/pdf/1904.08920.pdfScale is All You Need: https://twitter.com/markchen90/status/1637903780393160704Nvidia Text-to-3D: https://twitter.com/chenhsuan_lin/status/1638543416723406849?t=rXEsDcEvsdmMPEsZPPhWmw&s=09Adobe Firefly: https://www.youtube.com/watch?v=_sJfNfMAQHwMoore's Law For Everything: https://moores.samaltman.com/#:~:text=Moore%27s%20Law%20for%20Everything.%20Broadly%20speaking%2C%20there%20are,we%20can%20get%20with%20the%20resources%20we%20have.LeRF 3D: https://arxiv.org/pdf/2303.09553.pdfWired: https://www.wired.com/story/fast-forward-for-smarter-robots-just-add-humans/Conformer Model: https://www.assemblyai.com/playground/sourcehttps://www.assemblyai.com/blog/conformer-1/Boston Dynamics: https://www.youtube.com/watch?v=-e1_QhJ1EhQ1X: https://www.1x.tech/Quadrupedal Agility: https://arxiv.org/pdf/2303.11330.pdfRubik's Cube: https://openai.com/research/solving-rubiks-cubeStatues: https://twitter.com/TuurDemeester/status/1639421727548616710GPT 4 Technical Report: https://arxiv.org/pdf/2303.08774.pdfAgility Robotics: https://www.youtube.com/watch?v=FhlUI2xDxdESam Altman Lex Fridman: https://www.youtube.com/watch?v=L_Guz73e6fwhttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices What exactly can GPT-4 see? And does OpenAI have a plan for physical embodiment? Over 12 separate developments announced in the last few days are covered in this video, in which I showcase how improvements in text, speech, 3D, and embodiment are beginning to complement each other.

We'll take an early look at use cases for images in GPT 4, how Nvidia and Adobe are pushing boundaries in Text to 3D, at Sam Altman's Moore's Law For Everything, at the new LeRF model and Assembly AI's latest Speech-to-Text.

We will also see how OpenAI already had a Robotics team but now is invested in 1x, developing humanoid robots. But they are not the first, as Agility Robotics has shown...

Conformer Model: https://www.assemblyai.com/playground/source

Napkin-to-Code: https://twitter.com/rowancheung/status/1635744529587359756
BeMyEyes: https://twitter.com/BeMyEyes/status/1635690254689599488
Tanishq: https://twitter.com/iScienceLuvr
Medical Questions: https://arxiv.org/pdf/2303.13375.pdf
VQA: https://arxiv.org/pdf/1904.08920.pdf
Scale is All You Need: https://twitter.com/markchen90/status/1637903780393160704
Nvidia Text-to-3D: https://twitter.com/chenhsuan_lin/status/1638543416723406849?t=rXEsDcEvsdmMPEsZPPhWmw&s=09
Adobe Firefly: https://www.youtube.com/watch?v=_sJfNfMAQHw
Moore's Law For Everything: https://moores.samaltman.com/#:~:text=Moore%27s%20Law%20for%20Everything.%20Broadly%20speaking%2C%20there%20are,we%20can%20get%20with%20the%20resources%20we%20have.
LeRF 3D: https://arxiv.org/pdf/2303.09553.pdf
Wired: https://www.wired.com/story/fast-forward-for-smarter-robots-just-add-humans/
Conformer Model: https://www.assemblyai.com/playground/source
https://www.assemblyai.com/blog/conformer-1/
Boston Dynamics: https://www.youtube.com/watch?v=-e1_QhJ1EhQ
1X: https://www.1x.tech/
Quadrupedal Agility: https://arxiv.org/pdf/2303.11330.pdf
Rubik's Cube: https://openai.com/research/solving-rubiks-cube
Statues: https://twitter.com/TuurDemeester/status/1639421727548616710
GPT 4 Technical Report: https://arxiv.org/pdf/2303.08774.pdf
Agility Robotics: https://www.youtube.com/watch?v=FhlUI2xDxdE
Sam Altman Lex Fridman: https://www.youtube.com/watch?v=L_Guz73e6fw


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]]> 741 no Altman@Microsoft, Shear@OpenAI, Chaos@Everywhere: Sutskever Regret and the Weekend That Changed AI The implosion of OpenAI, a new AGI lab, Sutskever regret and a radical new CEO, the last 48 hours have altered the course of Generative AI. Drawing on multiple exclusive accounts, I’ll endeavour to recreate what happened, get more of the why as well as the when, and give you a clearer sense of the main players. https://www.patreon.com/AIExplainedAltman Twitter: https://twitter.com/sama?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5EauthorBrockman: https://twitter.com/gdb/status/1726530200484372688Bloomberg new AGI Org: https://www.bloomberg.com/news/articles/2023-11-20/microsoft-says-altman-brockman-will-lead-new-in-house-ai-team?srnd=premiumAtlantic Exclusive Extract: https://www.theatlantic.com/technology/archive/2023/11/sam-altman-open-ai-chatgpt-chaos/676050/Altman New Chipmaker Middle East: https://www.bloomberg.com/news/articles/2023-11-19/altman-sought-billions-for-ai-chip-venture-before-openai-ouster?fromMostRead=trueThe Information Exclusives: https://www.theinformation.com/articles/openai-execs-invite-altman-brockman-to-headquarters-in-push-to-reinstate-them?rc=sy0ihqhttps://www.theinformation.com/articles/dozens-of-staffers-quit-openai-after-sutskever-says-altman-wont-return?rc=sy0ihqhttps://www.theinformation.com/articles/openais-rivals-rush-to-poach-openai-staff-after-altman-ouster?rc=sy0ihqhttps://www.theinformation.com/articles/breaking-sam-altman-will-not-return-as-ceo-of-openai?rc=sy0ihqTwitter Reports: https://twitter.com/ashleevance/status/1726469283734274338https://twitter.com/emilychangtv/status/1726468006786859101https://twitter.com/karpathy/status/1726289070345855126https://twitter.com/satyanadella/status/1726516824597258569https://twitter.com/elonmusk/status/1726376406785925566https://twitter.com/ryan_t_lowe/status/1726565898742645104https://twitter.com/ada_rob/status/1726570956305707265Altman Board Comments: https://twitter.com/pitdesi/status/1725912296910921900Emmett Sheer: https://twitter.com/eshear/status/1726526112019382275https://twitter.com/liron/status/1672986864297578501https://twitter.com/eshear/status/1703148152138977363Sutskever: https://www.youtube.com/watch?v=Ft0gTO2K85A&t=2322shttps://twitter.com/ilyasut/status/1726590052392956028 Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 14:40:00 -0000 full AI Explained The implosion of OpenAI, a new AGI lab, Sutskever regret and a radical new CEO, the last 48 hours have altered the course of Generative AI. Drawing on multiple exclusive accounts, I’ll endeavour to recreate what happened, get more of the why as well as the when, and give you a clearer sense of the main players. https://www.patreon.com/AIExplainedAltman Twitter: https://twitter.com/sama?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5EauthorBrockman: https://twitter.com/gdb/status/1726530200484372688Bloomberg new AGI Org: https://www.bloomberg.com/news/articles/2023-11-20/microsoft-says-altman-brockman-will-lead-new-in-house-ai-team?srnd=premiumAtlantic Exclusive Extract: https://www.theatlantic.com/technology/archive/2023/11/sam-altman-open-ai-chatgpt-chaos/676050/Altman New Chipmaker Middle East: https://www.bloomberg.com/news/articles/2023-11-19/altman-sought-billions-for-ai-chip-venture-before-openai-ouster?fromMostRead=trueThe Information Exclusives: https://www.theinformation.com/articles/openai-execs-invite-altman-brockman-to-headquarters-in-push-to-reinstate-them?rc=sy0ihqhttps://www.theinformation.com/articles/dozens-of-staffers-quit-openai-after-sutskever-says-altman-wont-return?rc=sy0ihqhttps://www.theinformation.com/articles/openais-rivals-rush-to-poach-openai-staff-after-altman-ouster?rc=sy0ihqhttps://www.theinformation.com/articles/breaking-sam-altman-will-not-return-as-ceo-of-openai?rc=sy0ihqTwitter Reports: https://twitter.com/ashleevance/status/1726469283734274338https://twitter.com/emilychangtv/status/1726468006786859101https://twitter.com/karpathy/status/1726289070345855126https://twitter.com/satyanadella/status/1726516824597258569https://twitter.com/elonmusk/status/1726376406785925566https://twitter.com/ryan_t_lowe/status/1726565898742645104https://twitter.com/ada_rob/status/1726570956305707265Altman Board Comments: https://twitter.com/pitdesi/status/1725912296910921900Emmett Sheer: https://twitter.com/eshear/status/1726526112019382275https://twitter.com/liron/status/1672986864297578501https://twitter.com/eshear/status/1703148152138977363Sutskever: https://www.youtube.com/watch?v=Ft0gTO2K85A&t=2322shttps://twitter.com/ilyasut/status/1726590052392956028 Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices The implosion of OpenAI, a new AGI lab, Sutskever regret and a radical new CEO, the last 48 hours have altered the course of Generative AI. Drawing on multiple exclusive accounts, I’ll endeavour to recreate what happened, get more of the why as well as the when, and give you a clearer sense of the main players.

https://www.patreon.com/AIExplained

Altman Twitter: https://twitter.com/sama?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5Eauthor
Brockman: https://twitter.com/gdb/status/1726530200484372688
Bloomberg new AGI Org: https://www.bloomberg.com/news/articles/2023-11-20/microsoft-says-altman-brockman-will-lead-new-in-house-ai-team?srnd=premium
Atlantic Exclusive Extract: https://www.theatlantic.com/technology/archive/2023/11/sam-altman-open-ai-chatgpt-chaos/676050/
Altman New Chipmaker Middle East: https://www.bloomberg.com/news/articles/2023-11-19/altman-sought-billions-for-ai-chip-venture-before-openai-ouster?fromMostRead=true
The Information Exclusives: https://www.theinformation.com/articles/openai-execs-invite-altman-brockman-to-headquarters-in-push-to-reinstate-them?rc=sy0ihq
https://www.theinformation.com/articles/dozens-of-staffers-quit-openai-after-sutskever-says-altman-wont-return?rc=sy0ihq
https://www.theinformation.com/articles/openais-rivals-rush-to-poach-openai-staff-after-altman-ouster?rc=sy0ihq
https://www.theinformation.com/articles/breaking-sam-altman-will-not-return-as-ceo-of-openai?rc=sy0ihq
Twitter Reports: https://twitter.com/ashleevance/status/1726469283734274338
https://twitter.com/emilychangtv/status/1726468006786859101
https://twitter.com/karpathy/status/1726289070345855126
https://twitter.com/satyanadella/status/1726516824597258569
https://twitter.com/elonmusk/status/1726376406785925566
https://twitter.com/ryan_t_lowe/status/1726565898742645104
https://twitter.com/ada_rob/status/1726570956305707265
Altman Board Comments: https://twitter.com/pitdesi/status/1725912296910921900
Emmett Sheer: https://twitter.com/eshear/status/1726526112019382275
https://twitter.com/liron/status/1672986864297578501
https://twitter.com/eshear/status/1703148152138977363
Sutskever: https://www.youtube.com/watch?v=Ft0gTO2K85A&t=2322s
https://twitter.com/ilyasut/status/1726590052392956028 Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 1416 no When Will AI Models Blackmail You, and Why? In the last few days Anthropic have released an impressive honest account of how all models blackmail, no matter what goal they have, and despite prompt warnings, and other preventions. But do these models *want* this?Thanks to Storyblocks for sponsoring this video! Download unlimited stock media at one set price with Storyblocks: https://storyblocks.com/AIExplainedAI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction01:20 - What prompts blackmail?02:44 - Blackmail walkthrough 06:04 - ‘American interests’08:00 - Inherent desire?10:45 - Switching Goals11:35 - Murder12:22 - Realizing it’s a scenario? 15:02 - Prompt engineering fix?16:27 - Any fixes?17:45 - Chekov’s Gun19:25 - Job implications21:19 - Bonus DetailsReport: https://www.anthropic.com/research/agentic-misalignment30 Page Appendices: https://assets.anthropic.com/m/6d46dac66e1a132a/original/Agentic_Misalignment_Appendix.pdfAnnouncement: https://x.com/AnthropicAI/status/1936144602446082431?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5EtweetOpenAI Files: https://www.openaifiles.org/Grok 4 News: https://x.com/RonFilipkowski/status/1936372579607912473Claude 4 Report Card: https://www-cdn.anthropic.com/6be99a52cb68eb70eb9572b4cafad13df32ed995.pdfNew Apollo Research: https://www.apolloresearch.ai/blog/more-capable-models-are-better-at-in-context-schemingInteresting Reflections: https://nostalgebraist.tumblr.com/post/785766737747574784/the-voidNon-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 14:19:05 -0000 full AI Explained In the last few days Anthropic have released an impressive honest account of how all models blackmail, no matter what goal they have, and despite prompt warnings, and other preventions. But do these models *want* this?Thanks to Storyblocks for sponsoring this video! Download unlimited stock media at one set price with Storyblocks: https://storyblocks.com/AIExplainedAI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction01:20 - What prompts blackmail?02:44 - Blackmail walkthrough 06:04 - ‘American interests’08:00 - Inherent desire?10:45 - Switching Goals11:35 - Murder12:22 - Realizing it’s a scenario? 15:02 - Prompt engineering fix?16:27 - Any fixes?17:45 - Chekov’s Gun19:25 - Job implications21:19 - Bonus DetailsReport: https://www.anthropic.com/research/agentic-misalignment30 Page Appendices: https://assets.anthropic.com/m/6d46dac66e1a132a/original/Agentic_Misalignment_Appendix.pdfAnnouncement: https://x.com/AnthropicAI/status/1936144602446082431?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5EtweetOpenAI Files: https://www.openaifiles.org/Grok 4 News: https://x.com/RonFilipkowski/status/1936372579607912473Claude 4 Report Card: https://www-cdn.anthropic.com/6be99a52cb68eb70eb9572b4cafad13df32ed995.pdfNew Apollo Research: https://www.apolloresearch.ai/blog/more-capable-models-are-better-at-in-context-schemingInteresting Reflections: https://nostalgebraist.tumblr.com/post/785766737747574784/the-voidNon-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices In the last few days Anthropic have released an impressive honest account of how all models blackmail, no matter what goal they have, and despite prompt warnings, and other preventions. But do these models *want* this?

Thanks to Storyblocks for sponsoring this video! Download unlimited stock media at one set price with Storyblocks: https://storyblocks.com/AIExplained


AI Insiders ($9!): https://www.patreon.com/AIExplained

Chapters:
00:00 - Introduction
01:20 - What prompts blackmail?
02:44 - Blackmail walkthrough
06:04 - ‘American interests’
08:00 - Inherent desire?
10:45 - Switching Goals
11:35 - Murder
12:22 - Realizing it’s a scenario?
15:02 - Prompt engineering fix?
16:27 - Any fixes?
17:45 - Chekov’s Gun
19:25 - Job implications
21:19 - Bonus Details

Report: https://www.anthropic.com/research/agentic-misalignment
30 Page Appendices: https://assets.anthropic.com/m/6d46dac66e1a132a/original/Agentic_Misalignment_Appendix.pdf
Announcement: https://x.com/AnthropicAI/status/1936144602446082431?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5Etweet
OpenAI Files: https://www.openaifiles.org/
Grok 4 News: https://x.com/RonFilipkowski/status/1936372579607912473
Claude 4 Report Card: https://www-cdn.anthropic.com/6be99a52cb68eb70eb9572b4cafad13df32ed995.pdf
New Apollo Research: https://www.apolloresearch.ai/blog/more-capable-models-are-better-at-in-context-scheming
Interesting Reflections: https://nostalgebraist.tumblr.com/post/785766737747574784/the-void


Non-hype Newsletter: https://signaltonoise.beehiiv.com/

Podcast: https://aiexplainedopodcast.buzzsprout.com/

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 2074 no Altman Expects a ‘Fast Take-off’, ‘Super-Agent’ Debuting Soon and DeepSeek R1 Out OpenAI looks set to debut their Operator system, and some leaks are out. At the same time Deepseek R1 releases some numbers, and Sam Altman says he might have been wrong before, and now anticipates a 'fast take-off'. Plus two papers to give you an idea of what a super-agent might be decent at doing, some more exclusive article analysis and much more. Who said anything else is happening today...80,000 Hours Channel: https://www.youtube.com/channel/UCafjal1QYJ3rb0Y9xZk1EzgSpotify: https://open.spotify.com/show/2WzJwXWBDnn4iZ7odKwDibAI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction01:13 - Pro Cost and OpenAI Operator04:00 - Agent Benchmarks Being Targeted07:48 - Fast Take-off, Altman08:48 - Altman flip-flops10:02 - Deepseek R1 First ReactionAltman ‘100x expectations out of control’: https://x.com/sama/status/1881258443669172470OpenAI Operator Table: https://x.com/btibor91/status/1881285255266750564WebVoyager: https://arxiv.org/pdf/2401.13919OSWorld: https://arxiv.org/pdf/2404.07972Axios Exclusive 1 (Super-Agent): https://www.axios.com/2025/01/19/ai-superagent-openai-meta?s=09Axios Exclusive 2: https://www.axios.com/2025/01/18/biden-sullivan-ai-race-trump-chinaDeepseek R1 Numbers: https://x.com/deepseek_ai/status/1881318130334814301Does 1.5B outperform 3.5 Sonnet on Math?: https://x.com/reach_vb/status/1881319500089634954Deepseek R1 (deepseek-reasoner) Pricing: https://api-docs.deepseek.com/quick_start/pricing/Altman Fast Takeoff: https://x.com/tsarnick/status/1879100390840697191OpenAI Economic Blueprint: https://cdn.openai.com/global-affairs/ai-in-america-oai-economic-blueprint-20250113.pdfTarget is Long-horizon Tasks: https://x.com/karinanguyen_/status/1879576037249667520Support Regulations: https://www.techemails.com/p/elon-musk-and-openaihttps://www.nytimes.com/2023/05/16/technology/openai-altman-artificial-intelligence-regulation.htmlDonation: https://qz.com/sam-altman-donate-million-zuckerberg-bezos-donald-trump-1851721035Amodei on Regulations by 2025: https://www.youtube.com/watch?v=ugvHCXCOmm4‘Feel the AGI’: https://x.com/polynoamial?lang=enGPT-5 and o-series merger: https://x.com/sama/status/1880358749187240274o1 Thinks in Chinese: https://techcrunch.com/2025/01/14/openais-ai-reasoning-model-thinks-in-chinese-sometimes-and-no-one-really-knows-why/Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 14:11:15 -0000 full AI Explained OpenAI looks set to debut their Operator system, and some leaks are out. At the same time Deepseek R1 releases some numbers, and Sam Altman says he might have been wrong before, and now anticipates a 'fast take-off'. Plus two papers to give you an idea of what a super-agent might be decent at doing, some more exclusive article analysis and much more. Who said anything else is happening today...80,000 Hours Channel: https://www.youtube.com/channel/UCafjal1QYJ3rb0Y9xZk1EzgSpotify: https://open.spotify.com/show/2WzJwXWBDnn4iZ7odKwDibAI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction01:13 - Pro Cost and OpenAI Operator04:00 - Agent Benchmarks Being Targeted07:48 - Fast Take-off, Altman08:48 - Altman flip-flops10:02 - Deepseek R1 First ReactionAltman ‘100x expectations out of control’: https://x.com/sama/status/1881258443669172470OpenAI Operator Table: https://x.com/btibor91/status/1881285255266750564WebVoyager: https://arxiv.org/pdf/2401.13919OSWorld: https://arxiv.org/pdf/2404.07972Axios Exclusive 1 (Super-Agent): https://www.axios.com/2025/01/19/ai-superagent-openai-meta?s=09Axios Exclusive 2: https://www.axios.com/2025/01/18/biden-sullivan-ai-race-trump-chinaDeepseek R1 Numbers: https://x.com/deepseek_ai/status/1881318130334814301Does 1.5B outperform 3.5 Sonnet on Math?: https://x.com/reach_vb/status/1881319500089634954Deepseek R1 (deepseek-reasoner) Pricing: https://api-docs.deepseek.com/quick_start/pricing/Altman Fast Takeoff: https://x.com/tsarnick/status/1879100390840697191OpenAI Economic Blueprint: https://cdn.openai.com/global-affairs/ai-in-america-oai-economic-blueprint-20250113.pdfTarget is Long-horizon Tasks: https://x.com/karinanguyen_/status/1879576037249667520Support Regulations: https://www.techemails.com/p/elon-musk-and-openaihttps://www.nytimes.com/2023/05/16/technology/openai-altman-artificial-intelligence-regulation.htmlDonation: https://qz.com/sam-altman-donate-million-zuckerberg-bezos-donald-trump-1851721035Amodei on Regulations by 2025: https://www.youtube.com/watch?v=ugvHCXCOmm4‘Feel the AGI’: https://x.com/polynoamial?lang=enGPT-5 and o-series merger: https://x.com/sama/status/1880358749187240274o1 Thinks in Chinese: https://techcrunch.com/2025/01/14/openais-ai-reasoning-model-thinks-in-chinese-sometimes-and-no-one-really-knows-why/Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices OpenAI looks set to debut their Operator system, and some leaks are out. At the same time Deepseek R1 releases some numbers, and Sam Altman says he might have been wrong before, and now anticipates a 'fast take-off'. Plus two papers to give you an idea of what a super-agent might be decent at doing, some more exclusive article analysis and much more. Who said anything else is happening today...

80,000 Hours Channel: https://www.youtube.com/channel/UCafjal1QYJ3rb0Y9xZk1Ezg
Spotify: https://open.spotify.com/show/2WzJwXWBDnn4iZ7odKwDib

AI Insiders ($9!): https://www.patreon.com/AIExplained

Chapters:
00:00 - Introduction
01:13 - Pro Cost and OpenAI Operator
04:00 - Agent Benchmarks Being Targeted
07:48 - Fast Take-off, Altman
08:48 - Altman flip-flops
10:02 - Deepseek R1 First Reaction

Altman ‘100x expectations out of control’: https://x.com/sama/status/1881258443669172470
OpenAI Operator Table: https://x.com/btibor91/status/1881285255266750564
WebVoyager: https://arxiv.org/pdf/2401.13919
OSWorld: https://arxiv.org/pdf/2404.07972
Axios Exclusive 1 (Super-Agent): https://www.axios.com/2025/01/19/ai-superagent-openai-meta?s=09
Axios Exclusive 2: https://www.axios.com/2025/01/18/biden-sullivan-ai-race-trump-china
Deepseek R1 Numbers: https://x.com/deepseek_ai/status/1881318130334814301
Does 1.5B outperform 3.5 Sonnet on Math?: https://x.com/reach_vb/status/1881319500089634954
Deepseek R1 (deepseek-reasoner) Pricing: https://api-docs.deepseek.com/quick_start/pricing/
Altman Fast Takeoff: https://x.com/tsarnick/status/1879100390840697191
OpenAI Economic Blueprint: https://cdn.openai.com/global-affairs/ai-in-america-oai-economic-blueprint-20250113.pdf
Target is Long-horizon Tasks: https://x.com/karinanguyen_/status/1879576037249667520
Support Regulations: https://www.techemails.com/p/elon-musk-and-openai
https://www.nytimes.com/2023/05/16/technology/openai-altman-artificial-intelligence-regulation.html
Donation: https://qz.com/sam-altman-donate-million-zuckerberg-bezos-donald-trump-1851721035
Amodei on Regulations by 2025: https://www.youtube.com/watch?v=ugvHCXCOmm4
‘Feel the AGI’: https://x.com/polynoamial?lang=en
GPT-5 and o-series merger: https://x.com/sama/status/1880358749187240274
o1 Thinks in Chinese: https://techcrunch.com/2025/01/14/openais-ai-reasoning-model-thinks-in-chinese-sometimes-and-no-one-really-knows-why/

Non-hype Newsletter: https://signaltonoise.beehiiv.com/

Podcast: https://aiexplainedopodcast.buzzsprout.com/

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 1106 no Claude Opus 4.7 - A New Frontier, in Performance … and Drama Claude Opus 4.7 just dropped, but behind every headline lies a deeper story. From a bonanza of benchmarks, to seeing the fruits of one of the biggest mega-projects in US history, to sneaky Mythos disclaimers, to Anthropic admitting compute restraints and, forcing lower capability of Opus 4.7. Where the new model falls behind Gemini but ahead of GPT 5.4, plus why some users are furious at Anthropic. Ending with a 9-year animus, that still affects AI today…https://assemblyai.com/aiexplainedCheck out my fast-growing (!) app, free to use, and code INSIDER15 for paid tiers: https://lmcouncil.aiAI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction00:58 - Benchmarks05:21 - Market Share + Compute Problems08:12 - Mythos Exclusives12:56 - User Frustration + Claude Code Updates14:03 - Brockman Amodei Rivalry17:40 - OpenAI vs Anthropic Approach to CodeClaude 4.7 Opus Release Notes: https://www.anthropic.com/news/claude-opus-4-7vs Mythos: https://pbs.twimg.com/media/HGCGugrXUAAKcHp?format=jpg&name=medium232-page System Card: https://cdn.sanity.io/files/4zrzovbb/website/037f06850df7fbe871e206dad004c3db5fd50340.pdfARC-AGI 2: https://x.com/arcprize/status/2044834615417053305/photo/1ParseBench: https://x.com/jerryjliu0/status/2044902620746363016/photo/1GDPVal: https://artificialanalysis.ai/evaluations/gdpval-aaVidoc Security Replication: https://blog.vidocsecurity.com/blog/we-reproduced-anthropics-mythos-findings-with-public-modelsBoris Cherny Settings: https://x.com/Hesamation/status/2043016923961577516/photo/2User Frustration: https://x.com/RileyRalmuto/status/2044836116189069660VibeCode Bench: https://x.com/ValsAI/status/2044791415524471099/photo/1Verge Memo: https://www.theverge.com/ai-artificial-intelligence/911118/openai-memo-cro-ai-competition-anthropic5.4 Cyber: ​​https://openai.com/index/scaling-trusted-access-for-cyber-defense/Data Centers in Absolute $: https://x.com/finmoorhouse/status/2044933442236776794/photo/1…in % of GDP: https://pbs.twimg.com/media/HGEN8FGWQAAN7Np?format=jpg&name=4096x4096WSJ Exclusive: https://www.wsj.com/tech/ai/the-decadelong-feud-shaping-the-future-of-ai-7075acdeBrockman Interview: https://www.youtube.com/watch?v=J6vYvk7R190$1T Valuation: https://x.com/StefanFSchubert/status/2045039686997967082Emotions: https://www.patreon.com/c/aiexplained/postshttps://lmcouncil.ai/benchmarksNon-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 13:42:30 -0000 full AI Explained Claude Opus 4.7 just dropped, but behind every headline lies a deeper story. From a bonanza of benchmarks, to seeing the fruits of one of the biggest mega-projects in US history, to sneaky Mythos disclaimers, to Anthropic admitting compute restraints and, forcing lower capability of Opus 4.7. Where the new model falls behind Gemini but ahead of GPT 5.4, plus why some users are furious at Anthropic. Ending with a 9-year animus, that still affects AI today…https://assemblyai.com/aiexplainedCheck out my fast-growing (!) app, free to use, and code INSIDER15 for paid tiers: https://lmcouncil.aiAI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction00:58 - Benchmarks05:21 - Market Share + Compute Problems08:12 - Mythos Exclusives12:56 - User Frustration + Claude Code Updates14:03 - Brockman Amodei Rivalry17:40 - OpenAI vs Anthropic Approach to CodeClaude 4.7 Opus Release Notes: https://www.anthropic.com/news/claude-opus-4-7vs Mythos: https://pbs.twimg.com/media/HGCGugrXUAAKcHp?format=jpg&name=medium232-page System Card: https://cdn.sanity.io/files/4zrzovbb/website/037f06850df7fbe871e206dad004c3db5fd50340.pdfARC-AGI 2: https://x.com/arcprize/status/2044834615417053305/photo/1ParseBench: https://x.com/jerryjliu0/status/2044902620746363016/photo/1GDPVal: https://artificialanalysis.ai/evaluations/gdpval-aaVidoc Security Replication: https://blog.vidocsecurity.com/blog/we-reproduced-anthropics-mythos-findings-with-public-modelsBoris Cherny Settings: https://x.com/Hesamation/status/2043016923961577516/photo/2User Frustration: https://x.com/RileyRalmuto/status/2044836116189069660VibeCode Bench: https://x.com/ValsAI/status/2044791415524471099/photo/1Verge Memo: https://www.theverge.com/ai-artificial-intelligence/911118/openai-memo-cro-ai-competition-anthropic5.4 Cyber: ​​https://openai.com/index/scaling-trusted-access-for-cyber-defense/Data Centers in Absolute $: https://x.com/finmoorhouse/status/2044933442236776794/photo/1…in % of GDP: https://pbs.twimg.com/media/HGEN8FGWQAAN7Np?format=jpg&name=4096x4096WSJ Exclusive: https://www.wsj.com/tech/ai/the-decadelong-feud-shaping-the-future-of-ai-7075acdeBrockman Interview: https://www.youtube.com/watch?v=J6vYvk7R190$1T Valuation: https://x.com/StefanFSchubert/status/2045039686997967082Emotions: https://www.patreon.com/c/aiexplained/postshttps://lmcouncil.ai/benchmarksNon-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Claude Opus 4.7 just dropped, but behind every headline lies a deeper story. From a bonanza of benchmarks, to seeing the fruits of one of the biggest mega-projects in US history, to sneaky Mythos disclaimers, to Anthropic admitting compute restraints and, forcing lower capability of Opus 4.7. Where the new model falls behind Gemini but ahead of GPT 5.4, plus why some users are furious at Anthropic. Ending with a 9-year animus, that still affects AI today…

https://assemblyai.com/aiexplained



Check out my fast-growing (!) app, free to use, and code INSIDER15 for paid tiers: https://lmcouncil.ai

AI Insiders ($9!): https://www.patreon.com/AIExplained

Chapters:
00:00 - Introduction
00:58 - Benchmarks
05:21 - Market Share + Compute Problems
08:12 - Mythos Exclusives
12:56 - User Frustration + Claude Code Updates
14:03 - Brockman Amodei Rivalry
17:40 - OpenAI vs Anthropic Approach to Code

Claude 4.7 Opus Release Notes: https://www.anthropic.com/news/claude-opus-4-7
vs Mythos: https://pbs.twimg.com/media/HGCGugrXUAAKcHp?format=jpg&name=medium

232-page System Card: https://cdn.sanity.io/files/4zrzovbb/website/037f06850df7fbe871e206dad004c3db5fd50340.pdf

ARC-AGI 2: https://x.com/arcprize/status/2044834615417053305/photo/1

ParseBench: https://x.com/jerryjliu0/status/2044902620746363016/photo/1

GDPVal: https://artificialanalysis.ai/evaluations/gdpval-aa

Vidoc Security Replication: https://blog.vidocsecurity.com/blog/we-reproduced-anthropics-mythos-findings-with-public-models

Boris Cherny Settings: https://x.com/Hesamation/status/2043016923961577516/photo/2

User Frustration: https://x.com/RileyRalmuto/status/2044836116189069660

VibeCode Bench: https://x.com/ValsAI/status/2044791415524471099/photo/1

Verge Memo: https://www.theverge.com/ai-artificial-intelligence/911118/openai-memo-cro-ai-competition-anthropic

5.4 Cyber: ​​https://openai.com/index/scaling-trusted-access-for-cyber-defense/

Data Centers in Absolute $: https://x.com/finmoorhouse/status/2044933442236776794/photo/1

…in % of GDP: https://pbs.twimg.com/media/HGEN8FGWQAAN7Np?format=jpg&name=4096x4096

WSJ Exclusive: https://www.wsj.com/tech/ai/the-decadelong-feud-shaping-the-future-of-ai-7075acde

Brockman Interview: https://www.youtube.com/watch?v=J6vYvk7R190

$1T Valuation: https://x.com/StefanFSchubert/status/2045039686997967082

Emotions: https://www.patreon.com/c/aiexplained/posts

https://lmcouncil.ai/benchmarks


Non-hype Newsletter: https://signaltonoise.beehiiv.com/

Podcast: https://aiexplainedopodcast.buzzsprout.com/

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 1615 no Nothing Much Happens in AI, Then Everything Does All At Once When it rains, it pours. OpenAI Operator tested and reviewed, with full paper analysis. Perplexity Assistant is useful. Then Stargate, is it all smoke and mirrors? Strong rumours of an o3+ model from Anthropic. Then a full breakdown of Deepseek R1, and what it’s training method says about the state of AI. It’s not open source BTW. Plus Humanity’s Last Exam, and Hassabis Accelerates his AGI timeline.https://app.grayswan.ai/arena/chat/harmful-ai-assistanthttps://app.grayswan.ai/arenaAI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction00:54 - OpenAI Operator04:53 - Perplexity Assistant 05:15 - Stargate07:51 - Better than o3?08:25 - DeepSeek R1 Analysis12:12 - Training Secrets15:19 - No More Process Rewarding ?19:01 - Hassabis Timeline Accelerates21:22 - Humanity’s Last Examhttps://openai.com/index/computer-using-agent/System Prompt: https://github.com/wunderwuzzi23/scratch/blob/master/system_prompts/operator_system_prompt-2025-01-23.txtOpenAI Operator: https://operator.chatgpt.com/System Card: https://cdn.openai.com/operator_system_card.pdfThere is No Plan: https://x.com/jeffclune/status/1882120726339318007Perplexity Assistant: https://x.com/perplexity_ai/status/1882466239123255686Stargate: https://openai.com/index/announcing-the-stargate-project/https://x.com/sama/status/1882505650594611588Labour goes to 0: https://moores.samaltman.com/Noiam Brown Manhattan Project: https://x.com/polynoamial/status/1881833454213767600Larry Ellison AI Surveillance: https://x.com/TheChiefNerd/status/1882042989184430332Amodei 1984: https://www.bloomberg.com/news/articles/2025-01-22/anthropic-ceo-says-openai-s-stargate-venture-seems-chaoticMicrosoft Hesitate: https://www.theinformation.com/articles/why-sam-altman-joined-forces-with-larry-ellison-and-took-a-step-back-from-microsoft?rc=sy0ihqDylan Patel o3+ for Anthropic: https://www.youtube.com/watch?v=7EH0VjM3dTkDeepseek R1: https://arxiv.org/pdf/2501.12948https://arxiv.org/pdf/2412.19437Diagram: https://pbs.twimg.com/media/GhyQsM6WQAE7W52?format=jpg&name=largehttps://simple-bench.com/Process: https://x.com/sama/status/1664018190840614912https://openai.com/index/improving-mathematical-reasoning-with-process-supervision/https://x.com/karpathy/status/1835561952258723930https://openai.com/index/trading-inference-time-compute-for-adversarial-robustness/?s=09Demis Interview: https://www.youtube.com/watch?v=yr0GiSgUvPUHumanity’s Last Exam: https://agi.safe.ai/https://x.com/DanHendrycks/status/1882481730671857815https://www.nytimes.com/2025/01/23/technology/ai-test-humanitys-last-exam.html?s=09Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 13:16:21 -0000 full AI Explained When it rains, it pours. OpenAI Operator tested and reviewed, with full paper analysis. Perplexity Assistant is useful. Then Stargate, is it all smoke and mirrors? Strong rumours of an o3+ model from Anthropic. Then a full breakdown of Deepseek R1, and what it’s training method says about the state of AI. It’s not open source BTW. Plus Humanity’s Last Exam, and Hassabis Accelerates his AGI timeline.https://app.grayswan.ai/arena/chat/harmful-ai-assistanthttps://app.grayswan.ai/arenaAI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction00:54 - OpenAI Operator04:53 - Perplexity Assistant 05:15 - Stargate07:51 - Better than o3?08:25 - DeepSeek R1 Analysis12:12 - Training Secrets15:19 - No More Process Rewarding ?19:01 - Hassabis Timeline Accelerates21:22 - Humanity’s Last Examhttps://openai.com/index/computer-using-agent/System Prompt: https://github.com/wunderwuzzi23/scratch/blob/master/system_prompts/operator_system_prompt-2025-01-23.txtOpenAI Operator: https://operator.chatgpt.com/System Card: https://cdn.openai.com/operator_system_card.pdfThere is No Plan: https://x.com/jeffclune/status/1882120726339318007Perplexity Assistant: https://x.com/perplexity_ai/status/1882466239123255686Stargate: https://openai.com/index/announcing-the-stargate-project/https://x.com/sama/status/1882505650594611588Labour goes to 0: https://moores.samaltman.com/Noiam Brown Manhattan Project: https://x.com/polynoamial/status/1881833454213767600Larry Ellison AI Surveillance: https://x.com/TheChiefNerd/status/1882042989184430332Amodei 1984: https://www.bloomberg.com/news/articles/2025-01-22/anthropic-ceo-says-openai-s-stargate-venture-seems-chaoticMicrosoft Hesitate: https://www.theinformation.com/articles/why-sam-altman-joined-forces-with-larry-ellison-and-took-a-step-back-from-microsoft?rc=sy0ihqDylan Patel o3+ for Anthropic: https://www.youtube.com/watch?v=7EH0VjM3dTkDeepseek R1: https://arxiv.org/pdf/2501.12948https://arxiv.org/pdf/2412.19437Diagram: https://pbs.twimg.com/media/GhyQsM6WQAE7W52?format=jpg&name=largehttps://simple-bench.com/Process: https://x.com/sama/status/1664018190840614912https://openai.com/index/improving-mathematical-reasoning-with-process-supervision/https://x.com/karpathy/status/1835561952258723930https://openai.com/index/trading-inference-time-compute-for-adversarial-robustness/?s=09Demis Interview: https://www.youtube.com/watch?v=yr0GiSgUvPUHumanity’s Last Exam: https://agi.safe.ai/https://x.com/DanHendrycks/status/1882481730671857815https://www.nytimes.com/2025/01/23/technology/ai-test-humanitys-last-exam.html?s=09Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices When it rains, it pours. OpenAI Operator tested and reviewed, with full paper analysis. Perplexity Assistant is useful. Then Stargate, is it all smoke and mirrors? Strong rumours of an o3+ model from Anthropic. Then a full breakdown of Deepseek R1, and what it’s training method says about the state of AI. It’s not open source BTW. Plus Humanity’s Last Exam, and Hassabis Accelerates his AGI timeline.

https://app.grayswan.ai/arena/chat/harmful-ai-assistant
https://app.grayswan.ai/arena

AI Insiders ($9!): https://www.patreon.com/AIExplained

Chapters:
00:00 - Introduction
00:54 - OpenAI Operator
04:53 - Perplexity Assistant
05:15 - Stargate
07:51 - Better than o3?
08:25 - DeepSeek R1 Analysis
12:12 - Training Secrets
15:19 - No More Process Rewarding ?
19:01 - Hassabis Timeline Accelerates
21:22 - Humanity’s Last Exam

https://openai.com/index/computer-using-agent/
System Prompt: https://github.com/wunderwuzzi23/scratch/blob/master/system_prompts/operator_system_prompt-2025-01-23.txt

OpenAI Operator: https://operator.chatgpt.com/
System Card: https://cdn.openai.com/operator_system_card.pdf

There is No Plan: https://x.com/jeffclune/status/1882120726339318007

Perplexity Assistant: https://x.com/perplexity_ai/status/1882466239123255686

Stargate: https://openai.com/index/announcing-the-stargate-project/
https://x.com/sama/status/1882505650594611588
Labour goes to 0: https://moores.samaltman.com/
Noiam Brown Manhattan Project: https://x.com/polynoamial/status/1881833454213767600
Larry Ellison AI Surveillance: https://x.com/TheChiefNerd/status/1882042989184430332
Amodei 1984: https://www.bloomberg.com/news/articles/2025-01-22/anthropic-ceo-says-openai-s-stargate-venture-seems-chaotic
Microsoft Hesitate: https://www.theinformation.com/articles/why-sam-altman-joined-forces-with-larry-ellison-and-took-a-step-back-from-microsoft?rc=sy0ihq

Dylan Patel o3+ for Anthropic: https://www.youtube.com/watch?v=7EH0VjM3dTk


Deepseek R1: https://arxiv.org/pdf/2501.12948
https://arxiv.org/pdf/2412.19437
Diagram: https://pbs.twimg.com/media/GhyQsM6WQAE7W52?format=jpg&name=large
https://simple-bench.com/

Process: https://x.com/sama/status/1664018190840614912
https://openai.com/index/improving-mathematical-reasoning-with-process-supervision/
https://x.com/karpathy/status/1835561952258723930
https://openai.com/index/trading-inference-time-compute-for-adversarial-robustness/?s=09

Demis Interview: https://www.youtube.com/watch?v=yr0GiSgUvPU

Humanity’s Last Exam:
https://agi.safe.ai/
https://x.com/DanHendrycks/status/1882481730671857815
https://www.nytimes.com/2025/01/23/technology/ai-test-humanitys-last-exam.html?s=09


Non-hype Newsletter: https://signaltonoise.beehiiv.com/

Podcast: https://aiexplainedopodcast.buzzsprout.com/

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 1884 no GPT 5.5 Arrives, DeepSeek V4 Drops, and the Compute War Intensifies GPT 5.5 full analysis, plus DeepSeek V4 paper highlights, comparisons with Mythos, a vibe-coded game w/ GPT Image 2, and 50 data-points you wouldn’t get from just reading the headlines.https://80000hours.org/aiexplainedCheck out my fast-growing (!) app, free to use, and code INSIDER15 for paid tiers: https://lmcouncil.aiAI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction01:11 - GPT 5.5 Comparison06:04 - Mythos Marketing11:50 - Recursive Self-Improvement?14:11 - Deepseek V418:03 - VibeCode Experiment Extravaganza21:44 - The Scarce Compute EraOpenAI Benchmarks: https://openai.com/index/introducing-gpt-5-5/5.5 System Card: https://deploymentsafety.openai.com/gpt-5-5/gpt-5-5.pdfDirect Comparison: https://pbs.twimg.com/media/HGnNm5GWEAAJ1Ob?format=jpg&name=4096x4096DeepSeek Paper: https://huggingface.co/deepseek-ai/DeepSeek-V4-ProSWE Bench Pro - benchmark of choice? https://x.com/ChowdhuryNeil/status/2047416077622395025AA Omniscience: https://artificialanalysis.ai/evaluations/omniscienceVending Bench: https://x.com/andonlabs/status/2047377260412649967Opus 4.7 System Card: https://cdn.sanity.io/files/4zrzovbb/website/037f06850df7fbe871e206dad004c3db5fd50340.pdfSam Altman Drunk Phase: https://x.com/sama/with_repliesNoam Brown: https://x.com/polynoamial/status/2047387675762802998DeepSeek Compute Crunch: https://www.bloomberg.com/news/articles/2026-04-24/deepseek-unveils-newest-flagship-a-year-after-ai-breakthrough?srnd=phx-aiSpreadsheet Bench: https://x.com/nicochristie/status/2047476237464211721Pattern Recognition: https://arcprize.org/leaderboardLeader Interviews: Core Memory: https://www.youtube.com/watch?v=NCKQL0op30EKnowledge Podcast: https://www.youtube.com/watch?v=6JoUcQ1qmAcBig Tech Round 1: https://www.youtube.com/watch?v=J6vYvk7R190&t=1116sBig Tech Round 2: https://www.youtube.com/watch?v=YnoQ8RJbALw&t=8sClaude Code Limitations: https://x.com/TheAmolAvasare/status/2046724659039932830ChatGPT 5.4 for Clinicians: https://openai.com/index/making-chatgpt-better-for-clinicians/Image Arena: https://x.com/arena/status/2046670703311884548VibeCode Bench: https://www.vals.ai/benchmarks/vibe-code5.5-made Game +Seedance 2.0: https://rosemere-quest.pages.dev/Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 13:13:45 -0000 full AI Explained GPT 5.5 full analysis, plus DeepSeek V4 paper highlights, comparisons with Mythos, a vibe-coded game w/ GPT Image 2, and 50 data-points you wouldn’t get from just reading the headlines.https://80000hours.org/aiexplainedCheck out my fast-growing (!) app, free to use, and code INSIDER15 for paid tiers: https://lmcouncil.aiAI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction01:11 - GPT 5.5 Comparison06:04 - Mythos Marketing11:50 - Recursive Self-Improvement?14:11 - Deepseek V418:03 - VibeCode Experiment Extravaganza21:44 - The Scarce Compute EraOpenAI Benchmarks: https://openai.com/index/introducing-gpt-5-5/5.5 System Card: https://deploymentsafety.openai.com/gpt-5-5/gpt-5-5.pdfDirect Comparison: https://pbs.twimg.com/media/HGnNm5GWEAAJ1Ob?format=jpg&name=4096x4096DeepSeek Paper: https://huggingface.co/deepseek-ai/DeepSeek-V4-ProSWE Bench Pro - benchmark of choice? https://x.com/ChowdhuryNeil/status/2047416077622395025AA Omniscience: https://artificialanalysis.ai/evaluations/omniscienceVending Bench: https://x.com/andonlabs/status/2047377260412649967Opus 4.7 System Card: https://cdn.sanity.io/files/4zrzovbb/website/037f06850df7fbe871e206dad004c3db5fd50340.pdfSam Altman Drunk Phase: https://x.com/sama/with_repliesNoam Brown: https://x.com/polynoamial/status/2047387675762802998DeepSeek Compute Crunch: https://www.bloomberg.com/news/articles/2026-04-24/deepseek-unveils-newest-flagship-a-year-after-ai-breakthrough?srnd=phx-aiSpreadsheet Bench: https://x.com/nicochristie/status/2047476237464211721Pattern Recognition: https://arcprize.org/leaderboardLeader Interviews: Core Memory: https://www.youtube.com/watch?v=NCKQL0op30EKnowledge Podcast: https://www.youtube.com/watch?v=6JoUcQ1qmAcBig Tech Round 1: https://www.youtube.com/watch?v=J6vYvk7R190&t=1116sBig Tech Round 2: https://www.youtube.com/watch?v=YnoQ8RJbALw&t=8sClaude Code Limitations: https://x.com/TheAmolAvasare/status/2046724659039932830ChatGPT 5.4 for Clinicians: https://openai.com/index/making-chatgpt-better-for-clinicians/Image Arena: https://x.com/arena/status/2046670703311884548VibeCode Bench: https://www.vals.ai/benchmarks/vibe-code5.5-made Game +Seedance 2.0: https://rosemere-quest.pages.dev/Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices GPT 5.5 full analysis, plus DeepSeek V4 paper highlights, comparisons with Mythos, a vibe-coded game w/ GPT Image 2, and 50 data-points you wouldn’t get from just reading the headlines.

https://80000hours.org/aiexplained



Check out my fast-growing (!) app, free to use, and code INSIDER15 for paid tiers: https://lmcouncil.ai

AI Insiders ($9!): https://www.patreon.com/AIExplained


Chapters:
00:00 - Introduction
01:11 - GPT 5.5 Comparison
06:04 - Mythos Marketing
11:50 - Recursive Self-Improvement?
14:11 - Deepseek V4
18:03 - VibeCode Experiment Extravaganza
21:44 - The Scarce Compute Era


OpenAI Benchmarks: https://openai.com/index/introducing-gpt-5-5/

5.5 System Card: https://deploymentsafety.openai.com/gpt-5-5/gpt-5-5.pdf

Direct Comparison: https://pbs.twimg.com/media/HGnNm5GWEAAJ1Ob?format=jpg&name=4096x4096

DeepSeek Paper: https://huggingface.co/deepseek-ai/DeepSeek-V4-Pro

SWE Bench Pro - benchmark of choice? https://x.com/ChowdhuryNeil/status/2047416077622395025


AA Omniscience: https://artificialanalysis.ai/evaluations/omniscience

Vending Bench: https://x.com/andonlabs/status/2047377260412649967

Opus 4.7 System Card: https://cdn.sanity.io/files/4zrzovbb/website/037f06850df7fbe871e206dad004c3db5fd50340.pdf

Sam Altman Drunk Phase: https://x.com/sama/with_replies

Noam Brown: https://x.com/polynoamial/status/2047387675762802998

DeepSeek Compute Crunch: https://www.bloomberg.com/news/articles/2026-04-24/deepseek-unveils-newest-flagship-a-year-after-ai-breakthrough?srnd=phx-ai

Spreadsheet Bench: https://x.com/nicochristie/status/2047476237464211721

Pattern Recognition: https://arcprize.org/leaderboard

Leader Interviews:
Core Memory: https://www.youtube.com/watch?v=NCKQL0op30E
Knowledge Podcast: https://www.youtube.com/watch?v=6JoUcQ1qmAc
Big Tech Round 1: https://www.youtube.com/watch?v=J6vYvk7R190&t=1116s
Big Tech Round 2: https://www.youtube.com/watch?v=YnoQ8RJbALw&t=8s

Claude Code Limitations: https://x.com/TheAmolAvasare/status/2046724659039932830

ChatGPT 5.4 for Clinicians: https://openai.com/index/making-chatgpt-better-for-clinicians/

Image Arena: https://x.com/arena/status/2046670703311884548

VibeCode Bench: https://www.vals.ai/benchmarks/vibe-code

5.5-made Game +Seedance 2.0: https://rosemere-quest.pages.dev/


Non-hype Newsletter: https://signaltonoise.beehiiv.com/

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]]> 2013 no 'Sparks of AGI' - Bombshell GPT-4 Paper: Fully Read w/ 15 Revelations Less than 24 hours ago a paper was released that will echo around the world. I read all 154 pages in one sitting. The paper suggests GPT 4 has ‘sparks of Artificial General Intelligence’. This is not just hype, I go through 15 examples detailing just what exactly the unrestrained GPT 4 is capable of.Insane highlights include the monumental ability to use tools effectively – this is an emergent capability not found in ChatGPT. I detail the kind of tools it has already demonstrated it can use, from using external APIs to being a true personal assistant, from a Fermi answerer to a Mathlete and a handyman. This paper may well change your thoughts on the state of AGI.That is just touching on the multitude of implications of this bombshell paper, which was originally titled 'First Contact'...Sparks of AGI Paper: https://arxiv.org/pdf/2303.12712.pdf3D Game: https://twitter.com/ammaar/status/1637592014446551040Augmented Memory: https://arxiv.org/pdf/2301.04589.pdfAdept AI Photoshop: https://www.adept.ai/blog/introducing-adepthttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 12:45:00 -0000 full AI Explained Less than 24 hours ago a paper was released that will echo around the world. I read all 154 pages in one sitting. The paper suggests GPT 4 has ‘sparks of Artificial General Intelligence’. This is not just hype, I go through 15 examples detailing just what exactly the unrestrained GPT 4 is capable of.Insane highlights include the monumental ability to use tools effectively – this is an emergent capability not found in ChatGPT. I detail the kind of tools it has already demonstrated it can use, from using external APIs to being a true personal assistant, from a Fermi answerer to a Mathlete and a handyman. This paper may well change your thoughts on the state of AGI.That is just touching on the multitude of implications of this bombshell paper, which was originally titled 'First Contact'...Sparks of AGI Paper: https://arxiv.org/pdf/2303.12712.pdf3D Game: https://twitter.com/ammaar/status/1637592014446551040Augmented Memory: https://arxiv.org/pdf/2301.04589.pdfAdept AI Photoshop: https://www.adept.ai/blog/introducing-adepthttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Less than 24 hours ago a paper was released that will echo around the world. I read all 154 pages in one sitting. The paper suggests GPT 4 has ‘sparks of Artificial General Intelligence’. This is not just hype, I go through 15 examples detailing just what exactly the unrestrained GPT 4 is capable of.

Insane highlights include the monumental ability to use tools effectively – this is an emergent capability not found in ChatGPT. I detail the kind of tools it has already demonstrated it can use, from using external APIs to being a true personal assistant, from a Fermi answerer to a Mathlete and a handyman. This paper may well change your thoughts on the state of AGI.

That is just touching on the multitude of implications of this bombshell paper, which was originally titled 'First Contact'...

Sparks of AGI Paper: https://arxiv.org/pdf/2303.12712.pdf
3D Game: https://twitter.com/ammaar/status/1637592014446551040
Augmented Memory: https://arxiv.org/pdf/2301.04589.pdf
Adept AI Photoshop: https://www.adept.ai/blog/introducing-adept

https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/

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]]> 1083 no What's Up With Bard? 9 Examples + 6 Reasons Google Fell Behind [ft. Muse, Med-PaLM 2 and more] A definitive comparison between Bard and GPT-4 - and it doesn’t look good for Bard. I demonstrate, with nine different examples, that Bard has a serious problem. From coding to content creation, summarisation to self-tutoring, I cover all the deficiencies that will stop Bard being currently useful. I then go into 6 explanations for why Google might have fallen behind. From Attention authors leaving the ship, not defining their product, safety and Anthropic, better models and Med-PaLM, I explore all the reasons why Bard isn’t up to scratch. Even pdf scanning doesn’t work. Dumpster Fire Article: https://www.cnbc.com/2023/02/10/google-employees-slam-ceo-sundar-pichai-for-rushed-bard-announcement.htmlBard: https://bard.google.com/GPT-4: https://chat.openai.com/chat?model=gpt-4NYT Article: https://www.nytimes.com/2023/03/22/business/stock-markets-rates-fed-decision.html8 authors leaving: https://www.forbes.com/sites/richardnieva/2023/02/08/google-openai-chatgpt-microsoft-bing-ai/?sh=648e593e4de4Product Lead Comments: https://www.cnbc.com/2023/03/03/google-execs-say-in-all-hands-meeting-bard-ai-isnt-all-for-search-.htmlAnthropic Investment: https://www.theverge.com/2023/2/3/23584540/google-anthropic-investment-300-million-openai-chatgpt-rival-claudeImagen Explanation: https://imagen.research.google/Imagen Paper: https://arxiv.org/pdf/2205.11487.pdfMuse Paper: https://arxiv.org/pdf/2301.00704.pdfMed-PaLM: https://arxiv.org/abs/2212.13138Med-PaLM 2: https://www.youtube.com/watch?v=TSEXVjr6m8wPhysics: https://www.bbc.co.uk/bitesize/guides/zqs47p3/revision/5Data Advantage: https://www.forbes.com/sites/richardnieva/2023/02/08/google-openai-chatgpt-microsoft-bing-ai/?sh=648e593e4de4Virtuous Cycle: https://www.cnbc.com/2023/03/03/google-execs-say-in-all-hands-meeting-bard-ai-isnt-all-for-search-.htmlhttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 12:16:15 -0000 full AI Explained A definitive comparison between Bard and GPT-4 - and it doesn’t look good for Bard. I demonstrate, with nine different examples, that Bard has a serious problem. From coding to content creation, summarisation to self-tutoring, I cover all the deficiencies that will stop Bard being currently useful. I then go into 6 explanations for why Google might have fallen behind. From Attention authors leaving the ship, not defining their product, safety and Anthropic, better models and Med-PaLM, I explore all the reasons why Bard isn’t up to scratch. Even pdf scanning doesn’t work. Dumpster Fire Article: https://www.cnbc.com/2023/02/10/google-employees-slam-ceo-sundar-pichai-for-rushed-bard-announcement.htmlBard: https://bard.google.com/GPT-4: https://chat.openai.com/chat?model=gpt-4NYT Article: https://www.nytimes.com/2023/03/22/business/stock-markets-rates-fed-decision.html8 authors leaving: https://www.forbes.com/sites/richardnieva/2023/02/08/google-openai-chatgpt-microsoft-bing-ai/?sh=648e593e4de4Product Lead Comments: https://www.cnbc.com/2023/03/03/google-execs-say-in-all-hands-meeting-bard-ai-isnt-all-for-search-.htmlAnthropic Investment: https://www.theverge.com/2023/2/3/23584540/google-anthropic-investment-300-million-openai-chatgpt-rival-claudeImagen Explanation: https://imagen.research.google/Imagen Paper: https://arxiv.org/pdf/2205.11487.pdfMuse Paper: https://arxiv.org/pdf/2301.00704.pdfMed-PaLM: https://arxiv.org/abs/2212.13138Med-PaLM 2: https://www.youtube.com/watch?v=TSEXVjr6m8wPhysics: https://www.bbc.co.uk/bitesize/guides/zqs47p3/revision/5Data Advantage: https://www.forbes.com/sites/richardnieva/2023/02/08/google-openai-chatgpt-microsoft-bing-ai/?sh=648e593e4de4Virtuous Cycle: https://www.cnbc.com/2023/03/03/google-execs-say-in-all-hands-meeting-bard-ai-isnt-all-for-search-.htmlhttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices A definitive comparison between Bard and GPT-4 - and it doesn’t look good for Bard. I demonstrate, with nine different examples, that Bard has a serious problem. From coding to content creation, summarisation to self-tutoring, I cover all the deficiencies that will stop Bard being currently useful.

I then go into 6 explanations for why Google might have fallen behind. From Attention authors leaving the ship, not defining their product, safety and Anthropic, better models and Med-PaLM, I explore all the reasons why Bard isn’t up to scratch. Even pdf scanning doesn’t work.

Dumpster Fire Article: https://www.cnbc.com/2023/02/10/google-employees-slam-ceo-sundar-pichai-for-rushed-bard-announcement.html
Bard: https://bard.google.com/
GPT-4: https://chat.openai.com/chat?model=gpt-4
NYT Article: https://www.nytimes.com/2023/03/22/business/stock-markets-rates-fed-decision.html
8 authors leaving: https://www.forbes.com/sites/richardnieva/2023/02/08/google-openai-chatgpt-microsoft-bing-ai/?sh=648e593e4de4
Product Lead Comments: https://www.cnbc.com/2023/03/03/google-execs-say-in-all-hands-meeting-bard-ai-isnt-all-for-search-.html
Anthropic Investment: https://www.theverge.com/2023/2/3/23584540/google-anthropic-investment-300-million-openai-chatgpt-rival-claude
Imagen Explanation: https://imagen.research.google/
Imagen Paper: https://arxiv.org/pdf/2205.11487.pdf
Muse Paper: https://arxiv.org/pdf/2301.00704.pdf
Med-PaLM: https://arxiv.org/abs/2212.13138
Med-PaLM 2: https://www.youtube.com/watch?v=TSEXVjr6m8w
Physics: https://www.bbc.co.uk/bitesize/guides/zqs47p3/revision/5
Data Advantage: https://www.forbes.com/sites/richardnieva/2023/02/08/google-openai-chatgpt-microsoft-bing-ai/?sh=648e593e4de4
Virtuous Cycle: https://www.cnbc.com/2023/03/03/google-execs-say-in-all-hands-meeting-bard-ai-isnt-all-for-search-.html


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]]> 1043 no Phi-2, Imagen-2, Optimus-Gen-2: Small New Models to Change the World? Phi-2 is a tiny model that could fit on a phone, but it outperforms huge language models like Llama 2. I explain more about how it was made and what it means. Then we see Imagen-2, the most stunning text-to-image yet, at least according to Google' images. We then glimpse Optimus 2, smaller in the sense that it's 10kg lighter! With more degrees of freedom, it's movements look a lot more humanoid. And then the full launch of AI Insiders, plus a recap of why we shouldn't use the MMLU to 2 decimal places!https://www.patreon.com/AIExplainedphi2 now on HuggingFace: https://huggingface.co/microsoft/phi-2Bubeck Video, min 19: https://www.youtube.com/watch?v=24O1KcIO3FMPhi 2: https://www.microsoft.com/en-us/research/blog/phi-2-the-surprising-power-of-small-language-models/Shital Shah: https://twitter.com/sytelus/status/1734882570603753814Shoggoth: https://twitter.com/norabelrose/status/1702488701782352097Mamba 3B: https://www.together.ai/blog/mamba-3b-slimpjPhi 1.5B: https://arxiv.org/abs/2309.05463Phi 1: https://arxiv.org/abs/2306.11644Microsoft Prompting: https://www.microsoft.com/en-us/research/blog/steering-at-the-frontier-extending-the-power-of-prompting/SmartGPT Video: https://www.youtube.com/watch?v=hVade_8H8mE&t=554sThe Information: https://www.theinformation.com/articles/how-microsoft-is-trying-to-lessen-its-addiction-to-openai-as-ai-costs-soar?rc=sy0ihqImagen 2: https://twitter.com/googledeepmind/status/1734954295655534780https://deepmind.google/technologies/imagen-2/?utm_source=twitter&utm_medium=socialhttps://twitter.com/elonmusk/status/1734763060244386074Greg Technology: https://twitter.com/TheRundownAI/status/1734544659953623509Swyx: https://www.latent.space/AI Engineer: https://youtube.com/@aiDotEngineer?si=HhMdIwClGS3re9UKShawn Wang: https://x.com/swyx?s=09https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 12:13:38 -0000 full AI Explained Phi-2 is a tiny model that could fit on a phone, but it outperforms huge language models like Llama 2. I explain more about how it was made and what it means. Then we see Imagen-2, the most stunning text-to-image yet, at least according to Google' images. We then glimpse Optimus 2, smaller in the sense that it's 10kg lighter! With more degrees of freedom, it's movements look a lot more humanoid. And then the full launch of AI Insiders, plus a recap of why we shouldn't use the MMLU to 2 decimal places!https://www.patreon.com/AIExplainedphi2 now on HuggingFace: https://huggingface.co/microsoft/phi-2Bubeck Video, min 19: https://www.youtube.com/watch?v=24O1KcIO3FMPhi 2: https://www.microsoft.com/en-us/research/blog/phi-2-the-surprising-power-of-small-language-models/Shital Shah: https://twitter.com/sytelus/status/1734882570603753814Shoggoth: https://twitter.com/norabelrose/status/1702488701782352097Mamba 3B: https://www.together.ai/blog/mamba-3b-slimpjPhi 1.5B: https://arxiv.org/abs/2309.05463Phi 1: https://arxiv.org/abs/2306.11644Microsoft Prompting: https://www.microsoft.com/en-us/research/blog/steering-at-the-frontier-extending-the-power-of-prompting/SmartGPT Video: https://www.youtube.com/watch?v=hVade_8H8mE&t=554sThe Information: https://www.theinformation.com/articles/how-microsoft-is-trying-to-lessen-its-addiction-to-openai-as-ai-costs-soar?rc=sy0ihqImagen 2: https://twitter.com/googledeepmind/status/1734954295655534780https://deepmind.google/technologies/imagen-2/?utm_source=twitter&utm_medium=socialhttps://twitter.com/elonmusk/status/1734763060244386074Greg Technology: https://twitter.com/TheRundownAI/status/1734544659953623509Swyx: https://www.latent.space/AI Engineer: https://youtube.com/@aiDotEngineer?si=HhMdIwClGS3re9UKShawn Wang: https://x.com/swyx?s=09https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Phi-2 is a tiny model that could fit on a phone, but it outperforms huge language models like Llama 2. I explain more about how it was made and what it means. Then we see Imagen-2, the most stunning text-to-image yet, at least according to Google' images. We then glimpse Optimus 2, smaller in the sense that it's 10kg lighter! With more degrees of freedom, it's movements look a lot more humanoid. And then the full launch of AI Insiders, plus a recap of why we shouldn't use the MMLU to 2 decimal places!

https://www.patreon.com/AIExplained

phi2 now on HuggingFace: https://huggingface.co/microsoft/phi-2
Bubeck Video, min 19: https://www.youtube.com/watch?v=24O1KcIO3FM
Phi 2: https://www.microsoft.com/en-us/research/blog/phi-2-the-surprising-power-of-small-language-models/
Shital Shah: https://twitter.com/sytelus/status/1734882570603753814
Shoggoth: https://twitter.com/norabelrose/status/1702488701782352097
Mamba 3B: https://www.together.ai/blog/mamba-3b-slimpj
Phi 1.5B: https://arxiv.org/abs/2309.05463
Phi 1: https://arxiv.org/abs/2306.11644
Microsoft Prompting: https://www.microsoft.com/en-us/research/blog/steering-at-the-frontier-extending-the-power-of-prompting/
SmartGPT Video: https://www.youtube.com/watch?v=hVade_8H8mE&t=554s
The Information: https://www.theinformation.com/articles/how-microsoft-is-trying-to-lessen-its-addiction-to-openai-as-ai-costs-soar?rc=sy0ihq
Imagen 2: https://twitter.com/googledeepmind/status/1734954295655534780
https://deepmind.google/technologies/imagen-2/?utm_source=twitter&utm_medium=social
https://twitter.com/elonmusk/status/1734763060244386074
Greg Technology: https://twitter.com/TheRundownAI/status/1734544659953623509

Swyx: https://www.latent.space/
AI Engineer: https://youtube.com/@aiDotEngineer?si=HhMdIwClGS3re9UK
Shawn Wang: https://x.com/swyx?s=09

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]]> 1445 no o3 - wow o3 isn’t one of the biggest developments in AI for 2+ years because it beats a particular benchmark. It is so because it demonstrates a reusable technique through which almost any benchmark could fall, and at short notice. I’ll cover all the highlights, benchmarks broken, and what comes next. Plus, the costs OpenAI didn’t want us to know, Genesis, ARC-AGI 2, Gemini-Thinking, and much more. AI Insiders ($9!): https://www.patreon.com/AIExplainedFrontierMath: https://epoch.ai/frontiermathhttps://arxiv.org/pdf/2411.04872Chollet Statement:https://arcprize.org/blog/oai-o3-pub-breakthroughMLC Paper: https://www.scientificamerican.com/article/new-training-method-helps-ai-generalize-like-people-do/?utm_campaign=socialflow&utm_source=twitter&utm_medium=socialAlphaCode 2: https://storage.googleapis.com/deepmind-media/AlphaCode2/AlphaCode2_Tech_Report.pdfHuman Performance on ARC-AGI: https://arxiv.org/pdf/2409.01374v1Wei Tweet ‘3 months’:https://x.com/_jasonwei/status/1870184982007644614Deliberative Alignment Paper: https://openai.com/index/deliberative-alignment/Brown Safety Tweet: https://x.com/polynoamial/status/1870196476908834893Swe-Bench Verified: https://openai.com/index/introducing-swe-bench-verified/Amodei Prediction: https://x.com/OfirPress/status/1858567863788769518David Dohan: 16 hours https://x.com/dmdohan/status/1870171404093796638OpenAI Personal Writing: https://openai.com/index/learning-to-reason-with-llms/https://simple-bench.com/John Hallman Tweet: https://x.com/johnohallman/status/187023337568194572500:00 - Introduction01:19 - What is o3?03:18 - FrontierMath05:15 - o4, o506:03 - GPQA06:24 - Coding, Codeforces + SWE-verified, AlphaCode 208:13 - 1st Caveat09:03 - Compositionality?10:16 - SimpleBench?13:11 - ARC-AGI, Chollet20:25 - Safety ImplicaitonsAI Insiders: https://www.patreon.com/AIExplainedNon-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 11:47:30 -0000 full AI Explained o3 isn’t one of the biggest developments in AI for 2+ years because it beats a particular benchmark. It is so because it demonstrates a reusable technique through which almost any benchmark could fall, and at short notice. I’ll cover all the highlights, benchmarks broken, and what comes next. Plus, the costs OpenAI didn’t want us to know, Genesis, ARC-AGI 2, Gemini-Thinking, and much more. AI Insiders ($9!): https://www.patreon.com/AIExplainedFrontierMath: https://epoch.ai/frontiermathhttps://arxiv.org/pdf/2411.04872Chollet Statement:https://arcprize.org/blog/oai-o3-pub-breakthroughMLC Paper: https://www.scientificamerican.com/article/new-training-method-helps-ai-generalize-like-people-do/?utm_campaign=socialflow&utm_source=twitter&utm_medium=socialAlphaCode 2: https://storage.googleapis.com/deepmind-media/AlphaCode2/AlphaCode2_Tech_Report.pdfHuman Performance on ARC-AGI: https://arxiv.org/pdf/2409.01374v1Wei Tweet ‘3 months’:https://x.com/_jasonwei/status/1870184982007644614Deliberative Alignment Paper: https://openai.com/index/deliberative-alignment/Brown Safety Tweet: https://x.com/polynoamial/status/1870196476908834893Swe-Bench Verified: https://openai.com/index/introducing-swe-bench-verified/Amodei Prediction: https://x.com/OfirPress/status/1858567863788769518David Dohan: 16 hours https://x.com/dmdohan/status/1870171404093796638OpenAI Personal Writing: https://openai.com/index/learning-to-reason-with-llms/https://simple-bench.com/John Hallman Tweet: https://x.com/johnohallman/status/187023337568194572500:00 - Introduction01:19 - What is o3?03:18 - FrontierMath05:15 - o4, o506:03 - GPQA06:24 - Coding, Codeforces + SWE-verified, AlphaCode 208:13 - 1st Caveat09:03 - Compositionality?10:16 - SimpleBench?13:11 - ARC-AGI, Chollet20:25 - Safety ImplicaitonsAI Insiders: https://www.patreon.com/AIExplainedNon-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices o3 isn’t one of the biggest developments in AI for 2+ years because it beats a particular benchmark. It is so because it demonstrates a reusable technique through which almost any benchmark could fall, and at short notice. I’ll cover all the highlights, benchmarks broken, and what comes next. Plus, the costs OpenAI didn’t want us to know, Genesis, ARC-AGI 2, Gemini-Thinking, and much more.

AI Insiders ($9!): https://www.patreon.com/AIExplained

FrontierMath: https://epoch.ai/frontiermath
https://arxiv.org/pdf/2411.04872
Chollet Statement:https://arcprize.org/blog/oai-o3-pub-breakthrough
MLC Paper:
https://www.scientificamerican.com/article/new-training-method-helps-ai-generalize-like-people-do/?utm_campaign=socialflow&utm_source=twitter&utm_medium=social
AlphaCode 2: https://storage.googleapis.com/deepmind-media/AlphaCode2/AlphaCode2_Tech_Report.pdf
Human Performance on ARC-AGI: https://arxiv.org/pdf/2409.01374v1
Wei Tweet ‘3 months’:https://x.com/_jasonwei/status/1870184982007644614
Deliberative Alignment Paper: https://openai.com/index/deliberative-alignment/
Brown Safety Tweet: https://x.com/polynoamial/status/1870196476908834893
Swe-Bench Verified: https://openai.com/index/introducing-swe-bench-verified/
Amodei Prediction: https://x.com/OfirPress/status/1858567863788769518
David Dohan: 16 hours https://x.com/dmdohan/status/1870171404093796638
OpenAI Personal Writing: https://openai.com/index/learning-to-reason-with-llms/
https://simple-bench.com/
John Hallman Tweet: https://x.com/johnohallman/status/1870233375681945725

00:00 - Introduction
01:19 - What is o3?
03:18 - FrontierMath
05:15 - o4, o5
06:03 - GPQA
06:24 - Coding, Codeforces + SWE-verified, AlphaCode 2
08:13 - 1st Caveat
09:03 - Compositionality?
10:16 - SimpleBench?
13:11 - ARC-AGI, Chollet
20:25 - Safety Implicaitons


AI Insiders: https://www.patreon.com/AIExplained


Non-hype Newsletter: https://signaltonoise.beehiiv.com/

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]]> 1775 no 11 Major AI Developments: RT-2 to '100X GPT-4' There were 11 major developments in AI in just this week, from RT-2 – a significant step on the path to robotic AGI – to ‘100x GPT 4 in 18 months’, and from the uplifting news of TranscribeGlass and AI Barbie-heimer to dramatic revelations about OpenAI in the Atlantic. We’ll also glimpse Stable Beluga 2 – the ‘first true competitor’ to ChatGPT, based on the open source Llama 2, hear about Universal Jailbreaks, learn that OpenAI has surrendered on Text Detection, plus I’ll cover the highlights of the Senate hearing on AI. https://www.patreon.com/AIExplainedChapters:0:18 – RT-22:46 – 100X GPT-43:57 – AI Video4:29 – Altman Atlantic8:41 – Jan Leike Interview10:02 – Speech Transcription + Generation11:07 – OpenAI Text Surrender11:43 – Stable Beluga 212:51 – Universal Jailbreaks14:19 – Senate testimony: Bio16:59 – Senate Testimony: SecurityRT-2: https://www.deepmind.com/blog/rt-2-new-model-translates-vision-and-language-into-actionRT-2 Paper: https://robotics-transformer2.github.io/assets/rt2.pdfRT-2 NYT: https://www.nytimes.com/2023/07/28/technology/google-robots-ai.htmlSuleyman Barron’s Interview: https://www.barrons.com/articles/ai-chatbot-siri-alexa-inflection-pi-fa1809f8OpenAI Atlantic: https://www.theatlantic.com/magazine/archive/2023/09/sam-altman-openai-chatgpt-gpt-4/674764/TranscribeGlass: https://twitter.com/igorsushko/status/1684645290132000768Barbie-heimer: https://twitter.com/terhavlova/status/1684265329277403149 Runway Gen 2: https://twitter.com/runwayml/status/1666429706932043776ElevenLabs: https://elevenlabs.io/speech-synthesisJan Leike Interview: https://www.lesswrong.com/posts/bsNXqHgiDA6dAKNun/24-superalignment-with-jan-leikeStable Beluga 2: https://stability.ai/blog/stable-beluga-large-instruction-fine-tuned-modelsOpen LLM Leaderboard: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboardFast Takeoff: https://www.alignmentforum.org/posts/YgNYA6pj2hPSDQiTE/distinguishing-definitions-of-takeoff#:~:text=associated%20with%20testing.-,Fast,case%20in%20Yudkowsky's%20foom%20scenario.OpenAI Text Detection Surrender: https://techcrunch.com/2023/07/25/openai-scuttles-ai-written-text-detector-over-low-rate-of-accuracy/Universal Jailbreaks: https://www.nytimes.com/2023/07/27/business/ai-chatgpt-safety-research.htmlhttps://llm-attacks.org/https://twitter.com/mustafasuleymn?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5EauthorSenate Hearing Amodei: https://www.youtube.com/watch?v=hm1zexCjELoAltman Question from Philip @ AI Explained in Melbourne: https://www.youtube.com/watch?v=7SMzkBKzsQsWired Bio Expert: https://www.wired.com/story/have-a-nice-future-podcast-15/https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 11:18:45 -0000 full AI Explained There were 11 major developments in AI in just this week, from RT-2 – a significant step on the path to robotic AGI – to ‘100x GPT 4 in 18 months’, and from the uplifting news of TranscribeGlass and AI Barbie-heimer to dramatic revelations about OpenAI in the Atlantic. We’ll also glimpse Stable Beluga 2 – the ‘first true competitor’ to ChatGPT, based on the open source Llama 2, hear about Universal Jailbreaks, learn that OpenAI has surrendered on Text Detection, plus I’ll cover the highlights of the Senate hearing on AI. https://www.patreon.com/AIExplainedChapters:0:18 – RT-22:46 – 100X GPT-43:57 – AI Video4:29 – Altman Atlantic8:41 – Jan Leike Interview10:02 – Speech Transcription + Generation11:07 – OpenAI Text Surrender11:43 – Stable Beluga 212:51 – Universal Jailbreaks14:19 – Senate testimony: Bio16:59 – Senate Testimony: SecurityRT-2: https://www.deepmind.com/blog/rt-2-new-model-translates-vision-and-language-into-actionRT-2 Paper: https://robotics-transformer2.github.io/assets/rt2.pdfRT-2 NYT: https://www.nytimes.com/2023/07/28/technology/google-robots-ai.htmlSuleyman Barron’s Interview: https://www.barrons.com/articles/ai-chatbot-siri-alexa-inflection-pi-fa1809f8OpenAI Atlantic: https://www.theatlantic.com/magazine/archive/2023/09/sam-altman-openai-chatgpt-gpt-4/674764/TranscribeGlass: https://twitter.com/igorsushko/status/1684645290132000768Barbie-heimer: https://twitter.com/terhavlova/status/1684265329277403149 Runway Gen 2: https://twitter.com/runwayml/status/1666429706932043776ElevenLabs: https://elevenlabs.io/speech-synthesisJan Leike Interview: https://www.lesswrong.com/posts/bsNXqHgiDA6dAKNun/24-superalignment-with-jan-leikeStable Beluga 2: https://stability.ai/blog/stable-beluga-large-instruction-fine-tuned-modelsOpen LLM Leaderboard: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboardFast Takeoff: https://www.alignmentforum.org/posts/YgNYA6pj2hPSDQiTE/distinguishing-definitions-of-takeoff#:~:text=associated%20with%20testing.-,Fast,case%20in%20Yudkowsky's%20foom%20scenario.OpenAI Text Detection Surrender: https://techcrunch.com/2023/07/25/openai-scuttles-ai-written-text-detector-over-low-rate-of-accuracy/Universal Jailbreaks: https://www.nytimes.com/2023/07/27/business/ai-chatgpt-safety-research.htmlhttps://llm-attacks.org/https://twitter.com/mustafasuleymn?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5EauthorSenate Hearing Amodei: https://www.youtube.com/watch?v=hm1zexCjELoAltman Question from Philip @ AI Explained in Melbourne: https://www.youtube.com/watch?v=7SMzkBKzsQsWired Bio Expert: https://www.wired.com/story/have-a-nice-future-podcast-15/https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices There were 11 major developments in AI in just this week, from RT-2 – a significant step on the path to robotic AGI – to ‘100x GPT 4 in 18 months’, and from the uplifting news of TranscribeGlass and AI Barbie-heimer to dramatic revelations about OpenAI in the Atlantic.

We’ll also glimpse Stable Beluga 2 – the ‘first true competitor’ to ChatGPT, based on the open source Llama 2, hear about Universal Jailbreaks, learn that OpenAI has surrendered on Text Detection, plus I’ll cover the highlights of the Senate hearing on AI.

https://www.patreon.com/AIExplained

Chapters:
0:18 – RT-2
2:46 – 100X GPT-4
3:57 – AI Video
4:29 – Altman Atlantic
8:41 – Jan Leike Interview
10:02 – Speech Transcription + Generation
11:07 – OpenAI Text Surrender
11:43 – Stable Beluga 2
12:51 – Universal Jailbreaks
14:19 – Senate testimony: Bio
16:59 – Senate Testimony: Security

RT-2: https://www.deepmind.com/blog/rt-2-new-model-translates-vision-and-language-into-action
RT-2 Paper: https://robotics-transformer2.github.io/assets/rt2.pdf
RT-2 NYT: https://www.nytimes.com/2023/07/28/technology/google-robots-ai.html
Suleyman Barron’s Interview: https://www.barrons.com/articles/ai-chatbot-siri-alexa-inflection-pi-fa1809f8
OpenAI Atlantic: https://www.theatlantic.com/magazine/archive/2023/09/sam-altman-openai-chatgpt-gpt-4/674764/
TranscribeGlass: https://twitter.com/igorsushko/status/1684645290132000768
Barbie-heimer: https://twitter.com/terhavlova/status/1684265329277403149
Runway Gen 2: https://twitter.com/runwayml/status/1666429706932043776
ElevenLabs: https://elevenlabs.io/speech-synthesis
Jan Leike Interview: https://www.lesswrong.com/posts/bsNXqHgiDA6dAKNun/24-superalignment-with-jan-leike
Stable Beluga 2: https://stability.ai/blog/stable-beluga-large-instruction-fine-tuned-models
Open LLM Leaderboard: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard
Fast Takeoff: https://www.alignmentforum.org/posts/YgNYA6pj2hPSDQiTE/distinguishing-definitions-of-takeoff#:~:text=associated%20with%20testing.-,Fast,case%20in%20Yudkowsky's%20foom%20scenario.
OpenAI Text Detection Surrender: https://techcrunch.com/2023/07/25/openai-scuttles-ai-written-text-detector-over-low-rate-of-accuracy/
Universal Jailbreaks: https://www.nytimes.com/2023/07/27/business/ai-chatgpt-safety-research.html
https://llm-attacks.org/
https://twitter.com/mustafasuleymn?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5Eauthor
Senate Hearing Amodei: https://www.youtube.com/watch?v=hm1zexCjELo
Altman Question from Philip @ AI Explained in Melbourne: https://www.youtube.com/watch?v=7SMzkBKzsQs
Wired Bio Expert: https://www.wired.com/story/have-a-nice-future-podcast-15/

https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/

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]]> 1470 no GPT 4 is Smarter than You Think: Introducing SmartGPT In this video, I will not only show you how to get smarter results from GPT 4 yourself, I will also showcase SmartGPT, a system which I believe, with evidence, might help beat MMLU state of the art benchmarks. This should serve as your ultimate guide for boosting the automatic technical performance of GPT 4, without even needing few shot exemplars. The video will cover papers published in the last 72 hours, like Automatically Discovered Chain of Thought, which beats even 'Let's think Step by Step' and the approach that combines it all.Yes, the video also touches on the OpenAI DeepLearning Prompt Engineering Course but the highlights come more from my own experiments using the MMLU benchmark, and drawing upon insights from the recent Boosting Theory of Mind, and Let’s Work This Out Step By Step, and combining it with Reflexion and Dialogue Enabled Resolving Agents.Prompts Frameworks: Answer: Let's work this out in a step by step way to be sure we have the right answerYou are a researcher tasked with investigating the X response options provided. List the flaws and faulty logic of each answer option. Let's work this out in a step by step way to be sure we have all the errors:You are a resolver tasked with 1) finding which of the X answer options the researcher thought was best 2) improving that answer, and 3) Printing the improved answer in full. Let's work this out in a step by step way to be sure we have the right answer:Automatically Discovered Chain of Thought: https://arxiv.org/pdf/2305.02897.pdfKarpathy Tweet: https://twitter.com/karpathy/status/1529288843207184384Best prompt: Theory of Mind: https://arxiv.org/ftp/arxiv/papers/2304/2304.11490.pdfFew Shot Improvements: https://sh-tsang.medium.com/review-gpt-3-language-models-are-few-shot-learners-ff3e63da944dDera Dialogue Paper: https://arxiv.org/pdf/2303.17071.pdfMMLU: https://arxiv.org/pdf/2009.03300v3.pdfGPT 4 Technical report: https://arxiv.org/pdf/2303.08774.pdfReflexion paper: https://arxiv.org/abs/2303.11366Why AI is Smart and Stupid: https://www.youtube.com/watch?v=SvBR0OGT5VI&t=1sLennart Heim Video: https://www.youtube.com/watch?v=7EwAdTqGgWM&t=67shttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 11:10:54 -0000 full AI Explained In this video, I will not only show you how to get smarter results from GPT 4 yourself, I will also showcase SmartGPT, a system which I believe, with evidence, might help beat MMLU state of the art benchmarks. This should serve as your ultimate guide for boosting the automatic technical performance of GPT 4, without even needing few shot exemplars. The video will cover papers published in the last 72 hours, like Automatically Discovered Chain of Thought, which beats even 'Let's think Step by Step' and the approach that combines it all.Yes, the video also touches on the OpenAI DeepLearning Prompt Engineering Course but the highlights come more from my own experiments using the MMLU benchmark, and drawing upon insights from the recent Boosting Theory of Mind, and Let’s Work This Out Step By Step, and combining it with Reflexion and Dialogue Enabled Resolving Agents.Prompts Frameworks: Answer: Let's work this out in a step by step way to be sure we have the right answerYou are a researcher tasked with investigating the X response options provided. List the flaws and faulty logic of each answer option. Let's work this out in a step by step way to be sure we have all the errors:You are a resolver tasked with 1) finding which of the X answer options the researcher thought was best 2) improving that answer, and 3) Printing the improved answer in full. Let's work this out in a step by step way to be sure we have the right answer:Automatically Discovered Chain of Thought: https://arxiv.org/pdf/2305.02897.pdfKarpathy Tweet: https://twitter.com/karpathy/status/1529288843207184384Best prompt: Theory of Mind: https://arxiv.org/ftp/arxiv/papers/2304/2304.11490.pdfFew Shot Improvements: https://sh-tsang.medium.com/review-gpt-3-language-models-are-few-shot-learners-ff3e63da944dDera Dialogue Paper: https://arxiv.org/pdf/2303.17071.pdfMMLU: https://arxiv.org/pdf/2009.03300v3.pdfGPT 4 Technical report: https://arxiv.org/pdf/2303.08774.pdfReflexion paper: https://arxiv.org/abs/2303.11366Why AI is Smart and Stupid: https://www.youtube.com/watch?v=SvBR0OGT5VI&t=1sLennart Heim Video: https://www.youtube.com/watch?v=7EwAdTqGgWM&t=67shttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices In this video, I will not only show you how to get smarter results from GPT 4 yourself, I will also showcase SmartGPT, a system which I believe, with evidence, might help beat MMLU state of the art benchmarks.

This should serve as your ultimate guide for boosting the automatic technical performance of GPT 4, without even needing few shot exemplars.

The video will cover papers published in the last 72 hours, like Automatically Discovered Chain of Thought, which beats even 'Let's think Step by Step' and the approach that combines it all.

Yes, the video also touches on the OpenAI DeepLearning Prompt Engineering Course but the highlights come more from my own experiments using the MMLU benchmark, and drawing upon insights from the recent Boosting Theory of Mind, and Let’s Work This Out Step By Step, and combining it with Reflexion and Dialogue Enabled Resolving Agents.

Prompts Frameworks:

Answer: Let's work this out in a step by step way to be sure we have the right answer

You are a researcher tasked with investigating the X response options provided. List the flaws and faulty logic of each answer option. Let's work this out in a step by step way to be sure we have all the errors:

You are a resolver tasked with 1) finding which of the X answer options the researcher thought was best 2) improving that answer, and 3) Printing the improved answer in full. Let's work this out in a step by step way to be sure we have the right answer:


Automatically Discovered Chain of Thought: https://arxiv.org/pdf/2305.02897.pdf
Karpathy Tweet: https://twitter.com/karpathy/status/1529288843207184384
Best prompt: Theory of Mind: https://arxiv.org/ftp/arxiv/papers/2304/2304.11490.pdf
Few Shot Improvements: https://sh-tsang.medium.com/review-gpt-3-language-models-are-few-shot-learners-ff3e63da944d
Dera Dialogue Paper: https://arxiv.org/pdf/2303.17071.pdf
MMLU: https://arxiv.org/pdf/2009.03300v3.pdf
GPT 4 Technical report: https://arxiv.org/pdf/2303.08774.pdf
Reflexion paper: https://arxiv.org/abs/2303.11366
Why AI is Smart and Stupid: https://www.youtube.com/watch?v=SvBR0OGT5VI&t=1s
Lennart Heim Video: https://www.youtube.com/watch?v=7EwAdTqGgWM&t=67s


https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 2156 no Two Rival Bets on AGI: Google I/O Highlights The biggest Google AI push of the year, but what is the bigger story? Why is Google pursuing a different fork in the road than OpenAI or Anthropic? https://assemblyai.com/aiexplainedWhat does Gemini 3.5 Flash mean for the near-term future of AI? Plus the highlights from a provocative new paper on AI, 8 key moments you may have missed, and the signal from 5+ hours of AI lab interviews.Check out my free app, code INSIDER15 for paid tiers: https://lmcouncil.aiAI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction00:38 - Vibes and Google Goal02:18 - Omni, again?06:57 - Taking the same road07:44 - Gemini 3 Flash12:37 - Pitching on Cost?13:55 - Agentic Task Search14:30 - 1-shot OS but jagged, negation paper20:02 - The Karpathy Moonshot Mostafa Deghani Interview: https://www.youtube.com/watch?v=Bo19sXssYXINegation Neglect Paper: https://arxiv.org/pdf/2605.13829Gemini 3.5 Flash Headline Scores: https://deepmind.google/models/model-cards/gemini-3-5-flash/Sors original AGI Path: https://www.theguardian.com/commentisfree/2024/feb/24/openai-video-generation-tool-sora-babies-ai-artificial-intelligenceHassabis Helped Set-up Anthropic: https://archive.fo/20260519070857/https://www.ft.com/content/8f2a529e-7a1b-4d8e-95be-338d0c4c98f5Intelligence to Output Speed: https://artificialanalysis.ai/models?intelligence-comparison=intelligence-vs-output-speed#intelligenceVibeCodeBench + Finance Agent: https://www.vals.ai/homeOpenAI Needs Ads: https://archive.ph/20260409123153/https://www.reuters.com/business/media-telecom/openai-projects-25-billion-ad-revenue-this-year-100-billion-by-2030-axios-2026-04-09/Anthropic Core Views: https://www.anthropic.com/news/core-views-on-ai-safetyKarpathy Move: https://x.com/karpathy/status/2056753169888334312https://www.axios.com/2026/05/19/anthropic-openai-karpathy-andrej-claudeRecursive Self-Improvement: https://www.patreon.com/posts/ineffably-smart-156866417Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 10:50:00 -0000 full AI Explained The biggest Google AI push of the year, but what is the bigger story? Why is Google pursuing a different fork in the road than OpenAI or Anthropic? https://assemblyai.com/aiexplainedWhat does Gemini 3.5 Flash mean for the near-term future of AI? Plus the highlights from a provocative new paper on AI, 8 key moments you may have missed, and the signal from 5+ hours of AI lab interviews.Check out my free app, code INSIDER15 for paid tiers: https://lmcouncil.aiAI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction00:38 - Vibes and Google Goal02:18 - Omni, again?06:57 - Taking the same road07:44 - Gemini 3 Flash12:37 - Pitching on Cost?13:55 - Agentic Task Search14:30 - 1-shot OS but jagged, negation paper20:02 - The Karpathy Moonshot Mostafa Deghani Interview: https://www.youtube.com/watch?v=Bo19sXssYXINegation Neglect Paper: https://arxiv.org/pdf/2605.13829Gemini 3.5 Flash Headline Scores: https://deepmind.google/models/model-cards/gemini-3-5-flash/Sors original AGI Path: https://www.theguardian.com/commentisfree/2024/feb/24/openai-video-generation-tool-sora-babies-ai-artificial-intelligenceHassabis Helped Set-up Anthropic: https://archive.fo/20260519070857/https://www.ft.com/content/8f2a529e-7a1b-4d8e-95be-338d0c4c98f5Intelligence to Output Speed: https://artificialanalysis.ai/models?intelligence-comparison=intelligence-vs-output-speed#intelligenceVibeCodeBench + Finance Agent: https://www.vals.ai/homeOpenAI Needs Ads: https://archive.ph/20260409123153/https://www.reuters.com/business/media-telecom/openai-projects-25-billion-ad-revenue-this-year-100-billion-by-2030-axios-2026-04-09/Anthropic Core Views: https://www.anthropic.com/news/core-views-on-ai-safetyKarpathy Move: https://x.com/karpathy/status/2056753169888334312https://www.axios.com/2026/05/19/anthropic-openai-karpathy-andrej-claudeRecursive Self-Improvement: https://www.patreon.com/posts/ineffably-smart-156866417Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices The biggest Google AI push of the year, but what is the bigger story? Why is Google pursuing a different fork in the road than OpenAI or Anthropic?

https://assemblyai.com/aiexplained

What does Gemini 3.5 Flash mean for the near-term future of AI? Plus the highlights from a provocative new paper on AI, 8 key moments you may have missed, and the signal from 5+ hours of AI lab interviews.



Check out my free app, code INSIDER15 for paid tiers: https://lmcouncil.ai

AI Insiders ($9!): https://www.patreon.com/AIExplained

Chapters:
00:00 - Introduction
00:38 - Vibes and Google Goal
02:18 - Omni, again?
06:57 - Taking the same road
07:44 - Gemini 3 Flash
12:37 - Pitching on Cost?
13:55 - Agentic Task Search
14:30 - 1-shot OS but jagged, negation paper
20:02 - The Karpathy Moonshot

Mostafa Deghani Interview: https://www.youtube.com/watch?v=Bo19sXssYXI

Negation Neglect Paper: https://arxiv.org/pdf/2605.13829

Gemini 3.5 Flash Headline Scores: https://deepmind.google/models/model-cards/gemini-3-5-flash/

Sors original AGI Path: https://www.theguardian.com/commentisfree/2024/feb/24/openai-video-generation-tool-sora-babies-ai-artificial-intelligence

Hassabis Helped Set-up Anthropic: https://archive.fo/20260519070857/https://www.ft.com/content/8f2a529e-7a1b-4d8e-95be-338d0c4c98f5

Intelligence to Output Speed: https://artificialanalysis.ai/models?intelligence-comparison=intelligence-vs-output-speed#intelligence

VibeCodeBench + Finance Agent: https://www.vals.ai/home

OpenAI Needs Ads: https://archive.ph/20260409123153/https://www.reuters.com/business/media-telecom/openai-projects-25-billion-ad-revenue-this-year-100-billion-by-2030-axios-2026-04-09/

Anthropic Core Views: https://www.anthropic.com/news/core-views-on-ai-safety

Karpathy Move: https://x.com/karpathy/status/2056753169888334312
https://www.axios.com/2026/05/19/anthropic-openai-karpathy-andrej-claude

Recursive Self-Improvement: https://www.patreon.com/posts/ineffably-smart-156866417



Non-hype Newsletter: https://signaltonoise.beehiiv.com/

Podcast: https://aiexplainedopodcast.buzzsprout.com/

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 1725 no Google Bard - The Full Review. Bard vs Bing [LaMDA vs GPT 4] Bard has arrived! This is the first full review, testing out its maximum capacities, with a direct comparison with GPT 4, which powers Bing. You will find out about Bard's surprising weaknesses and unexpected strengths. I also won't shy away from areas that both do well in, or do badly in. Among the many examples I will showcase include conducting basic web searches, grammar assistance, Math, theory of mind, speed and size of the models [LaMDA vs GPT-4], joke telling, using Bard for Midjourney v5 prompts, and much much more!No apparent message limits or daily caps that I could see though.To anyone wondering how I got access, sign up to the waitlist on Bard's site. I got through in under 30 minutes. https://bard.google.com/https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 10:21:15 -0000 full AI Explained Bard has arrived! This is the first full review, testing out its maximum capacities, with a direct comparison with GPT 4, which powers Bing. You will find out about Bard's surprising weaknesses and unexpected strengths. I also won't shy away from areas that both do well in, or do badly in. Among the many examples I will showcase include conducting basic web searches, grammar assistance, Math, theory of mind, speed and size of the models [LaMDA vs GPT-4], joke telling, using Bard for Midjourney v5 prompts, and much much more!No apparent message limits or daily caps that I could see though.To anyone wondering how I got access, sign up to the waitlist on Bard's site. I got through in under 30 minutes. https://bard.google.com/https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Bard has arrived! This is the first full review, testing out its maximum capacities, with a direct comparison with GPT 4, which powers Bing. You will find out about Bard's surprising weaknesses and unexpected strengths. I also won't shy away from areas that both do well in, or do badly in.

Among the many examples I will showcase include conducting basic web searches, grammar assistance, Math, theory of mind, speed and size of the models [LaMDA vs GPT-4], joke telling, using Bard for Midjourney v5 prompts, and much much more!

No apparent message limits or daily caps that I could see though.
To anyone wondering how I got access, sign up to the waitlist on Bard's site. I got through in under 30 minutes.

https://bard.google.com/

https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/

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]]> 817 no The Two Best AI Models/Enemies Just Got Released Simultaneously The two models that you will hear discussed for at least the next two months - Claude Opus 4.6 and GPT 5.3 Codex - just got released within 26 mins or each other. The full breakdown of around 250 pages of reports, with just the most interest moments, from the battle of which is best, Claude personhood, the surprising misbehaviour of Opus 4.6, and much morehttps://assemblyai.com/aiexplainedCheck out my fast-growing (!) app, free to use, and code INSIDER15 for Pro: https://lmcouncil.aiAI Insiders ($9): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction00:54 - Self-improvement?02:44 - Knowledge Work05:30 - Overly agentic behaviour09:12 - Who Shouldn’t Use Claude Opus11:39 - Step-change?15:09 - Claude’s ‘Personhood’Hassabis Roadmap: https://www.patreon.com/posts/hassabis-roadmap-149750869Release of Opus 4.6: https://www.anthropic.com/news/claude-opus-4-6212 Page System Card: https://www-cdn.anthropic.com/0dd865075ad3132672ee0ab40b05a53f14cf5288.pdfClaude Code Tip: https://x.com/bcherny/status/2019475897691124107GPT Codex 5.3: https://openai.com/index/introducing-gpt-5-3-codex/System Card: https://openai.com/index/gpt-5-3-codex-system-card/Browse Comp: https://arxiv.org/pdf/2504.12516v1Finance Agent: https://www.vals.ai/benchmarks/finance_agentTerminal Bench 2: https://arxiv.org/pdf/2601.11868Vending Bench: https://andonlabs.com/blog/opus-4-6-vending-benchMy X post: https://x.com/AIExplainedYT/status/2016851303436095647Anthropic Apology: https://x.com/ch402/status/2014066134194995256/photo/1Altman rebuttal: https://x.com/sama/status/2019139174339928189https://x.com/sama/status/20191402762464420894% of GitHub: https://x.com/dylan522p/status/2019490550911766763Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 10:08:10 -0000 full AI Explained The two models that you will hear discussed for at least the next two months - Claude Opus 4.6 and GPT 5.3 Codex - just got released within 26 mins or each other. The full breakdown of around 250 pages of reports, with just the most interest moments, from the battle of which is best, Claude personhood, the surprising misbehaviour of Opus 4.6, and much morehttps://assemblyai.com/aiexplainedCheck out my fast-growing (!) app, free to use, and code INSIDER15 for Pro: https://lmcouncil.aiAI Insiders ($9): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction00:54 - Self-improvement?02:44 - Knowledge Work05:30 - Overly agentic behaviour09:12 - Who Shouldn’t Use Claude Opus11:39 - Step-change?15:09 - Claude’s ‘Personhood’Hassabis Roadmap: https://www.patreon.com/posts/hassabis-roadmap-149750869Release of Opus 4.6: https://www.anthropic.com/news/claude-opus-4-6212 Page System Card: https://www-cdn.anthropic.com/0dd865075ad3132672ee0ab40b05a53f14cf5288.pdfClaude Code Tip: https://x.com/bcherny/status/2019475897691124107GPT Codex 5.3: https://openai.com/index/introducing-gpt-5-3-codex/System Card: https://openai.com/index/gpt-5-3-codex-system-card/Browse Comp: https://arxiv.org/pdf/2504.12516v1Finance Agent: https://www.vals.ai/benchmarks/finance_agentTerminal Bench 2: https://arxiv.org/pdf/2601.11868Vending Bench: https://andonlabs.com/blog/opus-4-6-vending-benchMy X post: https://x.com/AIExplainedYT/status/2016851303436095647Anthropic Apology: https://x.com/ch402/status/2014066134194995256/photo/1Altman rebuttal: https://x.com/sama/status/2019139174339928189https://x.com/sama/status/20191402762464420894% of GitHub: https://x.com/dylan522p/status/2019490550911766763Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices The two models that you will hear discussed for at least the next two months - Claude Opus 4.6 and GPT 5.3 Codex - just got released within 26 mins or each other. The full breakdown of around 250 pages of reports, with just the most interest moments, from the battle of which is best, Claude personhood, the surprising misbehaviour of Opus 4.6, and much more


https://assemblyai.com/aiexplained

Check out my fast-growing (!) app, free to use, and code INSIDER15 for Pro: https://lmcouncil.ai

AI Insiders ($9): https://www.patreon.com/AIExplained

Chapters:
00:00 - Introduction
00:54 - Self-improvement?
02:44 - Knowledge Work
05:30 - Overly agentic behaviour
09:12 - Who Shouldn’t Use Claude Opus
11:39 - Step-change?
15:09 - Claude’s ‘Personhood’

Hassabis Roadmap: https://www.patreon.com/posts/hassabis-roadmap-149750869

Release of Opus 4.6: https://www.anthropic.com/news/claude-opus-4-6
212 Page System Card: https://www-cdn.anthropic.com/0dd865075ad3132672ee0ab40b05a53f14cf5288.pdf
Claude Code Tip: https://x.com/bcherny/status/2019475897691124107


GPT Codex 5.3: https://openai.com/index/introducing-gpt-5-3-codex/

System Card: https://openai.com/index/gpt-5-3-codex-system-card/

Browse Comp: https://arxiv.org/pdf/2504.12516v1
Finance Agent: https://www.vals.ai/benchmarks/finance_agent
Terminal Bench 2: https://arxiv.org/pdf/2601.11868
Vending Bench: https://andonlabs.com/blog/opus-4-6-vending-bench

My X post: https://x.com/AIExplainedYT/status/2016851303436095647

Anthropic Apology: https://x.com/ch402/status/2014066134194995256/photo/1

Altman rebuttal: https://x.com/sama/status/2019139174339928189
https://x.com/sama/status/2019140276246442089

4% of GitHub: https://x.com/dylan522p/status/2019490550911766763



Non-hype Newsletter: https://signaltonoise.beehiiv.com/

Podcast: https://aiexplainedopodcast.buzzsprout.com/

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]]> 1624 no New Claude Opus 4.8: 15 Things You May’ve Missed The ‘best’ generally available AI model just dropped, but there is plenty I bet you missed about what it is, how it performs, and what the release tells us. 15 highlights from the 244 page system card, plus private testing, leader interview and more.AI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction00:49 - Mythos in Weeks01:49 - Adaptive not necessary02:26 - Honesty?04:37 - Flagging Uncertainty04:57 - Benchmarks08:54 - Mythos will be even better10:30 - Business skillz11:15 - Model Welfare12:16 - Cyber Comparable13:10 - Misalignment Concerns16:22 - Meta Inabilities17:58 - Code flagging18:34 - Go to sleep18:50 - Fast Mode20:21 - Dynamic WorkflowsOpus 4.8 Paper: https://cdn.sanity.io/files/4zrzovbb/website/c886650a2e96fc0925c805a1a7ca77314ccbf4a6.pdfRelease: https://www.anthropic.com/news/claude-opus-4-8Chips: https://www.theinformation.com/articles/anthropic-talks-use-microsofts-ai-chips?rc=sy0ihqhttps://www.anthropic.com/news/expanding-our-use-of-google-cloud-tpus-and-serviceshttps://www.anthropic.com/news/higher-limits-spacexPatreon Vid: https://www.patreon.com/posts/re-up-anthropics-159289449GDPVal: https://artificialanalysis.ai/evaluations/omnisciencehttps://arxiv.org/abs/2510.04374Amodei Technical Debt: https://www.youtube.com/watch?v=7xco5Qd2Oo8Dynamic Workflows: https://x.com/ClaudeDevs/status/2060044853279617150https://x.com/_catwu/status/2060054180379689074/photo/1https://claude.com/blog/introducing-dynamic-workflows-in-claude-codehttps://simple-bench.com/Check out my fast-growing (!) app, free to use, and code INSIDER15 for paid tiers: https://lmcouncil.aiNon-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 09:52:30 -0000 full AI Explained The ‘best’ generally available AI model just dropped, but there is plenty I bet you missed about what it is, how it performs, and what the release tells us. 15 highlights from the 244 page system card, plus private testing, leader interview and more.AI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction00:49 - Mythos in Weeks01:49 - Adaptive not necessary02:26 - Honesty?04:37 - Flagging Uncertainty04:57 - Benchmarks08:54 - Mythos will be even better10:30 - Business skillz11:15 - Model Welfare12:16 - Cyber Comparable13:10 - Misalignment Concerns16:22 - Meta Inabilities17:58 - Code flagging18:34 - Go to sleep18:50 - Fast Mode20:21 - Dynamic WorkflowsOpus 4.8 Paper: https://cdn.sanity.io/files/4zrzovbb/website/c886650a2e96fc0925c805a1a7ca77314ccbf4a6.pdfRelease: https://www.anthropic.com/news/claude-opus-4-8Chips: https://www.theinformation.com/articles/anthropic-talks-use-microsofts-ai-chips?rc=sy0ihqhttps://www.anthropic.com/news/expanding-our-use-of-google-cloud-tpus-and-serviceshttps://www.anthropic.com/news/higher-limits-spacexPatreon Vid: https://www.patreon.com/posts/re-up-anthropics-159289449GDPVal: https://artificialanalysis.ai/evaluations/omnisciencehttps://arxiv.org/abs/2510.04374Amodei Technical Debt: https://www.youtube.com/watch?v=7xco5Qd2Oo8Dynamic Workflows: https://x.com/ClaudeDevs/status/2060044853279617150https://x.com/_catwu/status/2060054180379689074/photo/1https://claude.com/blog/introducing-dynamic-workflows-in-claude-codehttps://simple-bench.com/Check out my fast-growing (!) app, free to use, and code INSIDER15 for paid tiers: https://lmcouncil.aiNon-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices The ‘best’ generally available AI model just dropped, but there is plenty I bet you missed about what it is, how it performs, and what the release tells us. 15 highlights from the 244 page system card, plus private testing, leader interview and more.

AI Insiders ($9!): https://www.patreon.com/AIExplained

Chapters:
00:00 - Introduction
00:49 - Mythos in Weeks
01:49 - Adaptive not necessary
02:26 - Honesty?
04:37 - Flagging Uncertainty
04:57 - Benchmarks
08:54 - Mythos will be even better
10:30 - Business skillz
11:15 - Model Welfare
12:16 - Cyber Comparable
13:10 - Misalignment Concerns
16:22 - Meta Inabilities
17:58 - Code flagging
18:34 - Go to sleep
18:50 - Fast Mode
20:21 - Dynamic Workflows


Opus 4.8 Paper: https://cdn.sanity.io/files/4zrzovbb/website/c886650a2e96fc0925c805a1a7ca77314ccbf4a6.pdf

Release: https://www.anthropic.com/news/claude-opus-4-8

Chips: https://www.theinformation.com/articles/anthropic-talks-use-microsofts-ai-chips?rc=sy0ihq
https://www.anthropic.com/news/expanding-our-use-of-google-cloud-tpus-and-services
https://www.anthropic.com/news/higher-limits-spacex

Patreon Vid: https://www.patreon.com/posts/re-up-anthropics-159289449

GDPVal: https://artificialanalysis.ai/evaluations/omniscience
https://arxiv.org/abs/2510.04374

Amodei Technical Debt: https://www.youtube.com/watch?v=7xco5Qd2Oo8

Dynamic Workflows: https://x.com/ClaudeDevs/status/2060044853279617150
https://x.com/_catwu/status/2060054180379689074/photo/1
https://claude.com/blog/introducing-dynamic-workflows-in-claude-code

https://simple-bench.com/



Check out my fast-growing (!) app, free to use, and code INSIDER15 for paid tiers: https://lmcouncil.ai

Non-hype Newsletter: https://signaltonoise.beehiiv.com/

Podcast: https://aiexplainedopodcast.buzzsprout.com/

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 1783 no GPT 4: 9 Revelations (not covered elsewhere) This video will give nine more insights from the bombshell GPT 4 Technical Report. It is the companion video to the '14 Crazy Details' released the day before. In this video, I will cover:Tests on how to 'shut down' the model in the wild, and how that might go wrong. Sam Altman requesting more regulation (!), milestone moments for humanity as more benchmarks fall, a hidden constitution, why GPT 5 might already be trained and much more.Technical Report: https://cdn.openai.com/papers/gpt-4.pdfAltman Tweet: https://twitter.com/sama/status/1635136281952026625 Leaked Conversation: https://www.axios.com/2023/03/14/microsoft-google-generative-ai-officeAGI Definition: https://openai.com/blog/planning-for-agi-and-beyondSuperforecasters: https://goodjudgment.com/HellaSwag: https://arxiv.org/pdf/1905.07830.pdfH100s: https://www.nvidia.com/en-us/data-center/h100/GitHub Experiment: https://arxiv.org/pdf/2302.06590.pdfProductivity: https://economics.mit.edu/sites/default/files/inline-files/Noy_Zhang_1.pdf#:~:text=We%20examine%20the%20productivity%20effects%20of%20a%20generative,andheightens%20both%20concern%20and%20excitement%20about%20automation%20technologies.Ark Analysis: https://research.ark-invest.com/hubfs/1_Download_Files_ARK-Invest/Big_Ideas/ARK%20Invest_013123_Presentation_Big%20Ideas%202023_Final.pdfAnthropic Constitution: https://arxiv.org/pdf/2212.08073.pdfhttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 09:23:45 -0000 full AI Explained This video will give nine more insights from the bombshell GPT 4 Technical Report. It is the companion video to the '14 Crazy Details' released the day before. In this video, I will cover:Tests on how to 'shut down' the model in the wild, and how that might go wrong. Sam Altman requesting more regulation (!), milestone moments for humanity as more benchmarks fall, a hidden constitution, why GPT 5 might already be trained and much more.Technical Report: https://cdn.openai.com/papers/gpt-4.pdfAltman Tweet: https://twitter.com/sama/status/1635136281952026625 Leaked Conversation: https://www.axios.com/2023/03/14/microsoft-google-generative-ai-officeAGI Definition: https://openai.com/blog/planning-for-agi-and-beyondSuperforecasters: https://goodjudgment.com/HellaSwag: https://arxiv.org/pdf/1905.07830.pdfH100s: https://www.nvidia.com/en-us/data-center/h100/GitHub Experiment: https://arxiv.org/pdf/2302.06590.pdfProductivity: https://economics.mit.edu/sites/default/files/inline-files/Noy_Zhang_1.pdf#:~:text=We%20examine%20the%20productivity%20effects%20of%20a%20generative,andheightens%20both%20concern%20and%20excitement%20about%20automation%20technologies.Ark Analysis: https://research.ark-invest.com/hubfs/1_Download_Files_ARK-Invest/Big_Ideas/ARK%20Invest_013123_Presentation_Big%20Ideas%202023_Final.pdfAnthropic Constitution: https://arxiv.org/pdf/2212.08073.pdfhttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices This video will give nine more insights from the bombshell GPT 4 Technical Report. It is the companion video to the '14 Crazy Details' released the day before. In this video, I will cover:

Tests on how to 'shut down' the model in the wild, and how that might go wrong. Sam Altman requesting more regulation (!), milestone moments for humanity as more benchmarks fall, a hidden constitution, why GPT 5 might already be trained and much more.

Technical Report: https://cdn.openai.com/papers/gpt-4.pdf
Altman Tweet: https://twitter.com/sama/status/1635136281952026625
Leaked Conversation: https://www.axios.com/2023/03/14/microsoft-google-generative-ai-office
AGI Definition: https://openai.com/blog/planning-for-agi-and-beyond
Superforecasters: https://goodjudgment.com/
HellaSwag: https://arxiv.org/pdf/1905.07830.pdf
H100s: https://www.nvidia.com/en-us/data-center/h100/
GitHub Experiment: https://arxiv.org/pdf/2302.06590.pdf
Productivity: https://economics.mit.edu/sites/default/files/inline-files/Noy_Zhang_1.pdf#:~:text=We%20examine%20the%20productivity%20effects%20of%20a%20generative,andheightens%20both%20concern%20and%20excitement%20about%20automation%20technologies.
Ark Analysis: https://research.ark-invest.com/hubfs/1_Download_Files_ARK-Invest/Big_Ideas/ARK%20Invest_013123_Presentation_Big%20Ideas%202023_Final.pdf
Anthropic Constitution: https://arxiv.org/pdf/2212.08073.pdf

https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/

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]]> 1015 no AI Declarations and AGI Timelines – Looking More Optimistic? A head-spinning week of declarations, timelines, updates, papers and debates. I will cover as much as I can, not least the new all-in one interface, EmotionPrompt, executive orders analysed, Bletchley declaration, a new MIT safety paper, responsible scaling, LLMs for Chip Design, and a guest appearance from Dyson Spheres.https://www.patreon.com/AIExplainedGates Interview: https://www.handelsblatt.com/technik/ki/bill-gates-mit-ki-koennen-medikamente-viel-schneller-entwickelt-werden/29450298.htmlDwarkesh Interview Legg: https://www.youtube.com/watch?v=Kc1atfJkiJUDwarkesh Interview Christiano: https://www.youtube.com/watch?v=9AAhTLa0dT0Representation Engineering: https://arxiv.org/pdf/2310.01405.pdfMLC: https://www.scientificamerican.com/article/new-training-method-helps-ai-generalize-like-people-do/Anthropic Policy: https://www.anthropic.com/index/uk-ai-safety-summitScience Automation: https://arxiv.org/ftp/arxiv/papers/2304/2304.05332.pdfhttps://arxiv.org/pdf/2304.05376.pdfJim Fan Tweet: https://twitter.com/DrJimFan/status/1719733318521086332White House Executive Order: https://www.whitehouse.gov/briefing-room/presidential-actions/2023/10/30/executive-order-on-the-safe-secure-and-trustworthy-development-and-use-of-artificial-intelligence/ChatGPT Update: https://twitter.com/NorthstarBrain/status/1718708111706636403?s=20RSP policies by AGI Labs: https://www.aisafetysummit.gov.uk/policy-updates/#company-policiesYouGov Poll: https://d3nkl3psvxxpe9.cloudfront.net/documents/ControlAI_AI_231019.pdfhttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 09:05:27 -0000 full AI Explained A head-spinning week of declarations, timelines, updates, papers and debates. I will cover as much as I can, not least the new all-in one interface, EmotionPrompt, executive orders analysed, Bletchley declaration, a new MIT safety paper, responsible scaling, LLMs for Chip Design, and a guest appearance from Dyson Spheres.https://www.patreon.com/AIExplainedGates Interview: https://www.handelsblatt.com/technik/ki/bill-gates-mit-ki-koennen-medikamente-viel-schneller-entwickelt-werden/29450298.htmlDwarkesh Interview Legg: https://www.youtube.com/watch?v=Kc1atfJkiJUDwarkesh Interview Christiano: https://www.youtube.com/watch?v=9AAhTLa0dT0Representation Engineering: https://arxiv.org/pdf/2310.01405.pdfMLC: https://www.scientificamerican.com/article/new-training-method-helps-ai-generalize-like-people-do/Anthropic Policy: https://www.anthropic.com/index/uk-ai-safety-summitScience Automation: https://arxiv.org/ftp/arxiv/papers/2304/2304.05332.pdfhttps://arxiv.org/pdf/2304.05376.pdfJim Fan Tweet: https://twitter.com/DrJimFan/status/1719733318521086332White House Executive Order: https://www.whitehouse.gov/briefing-room/presidential-actions/2023/10/30/executive-order-on-the-safe-secure-and-trustworthy-development-and-use-of-artificial-intelligence/ChatGPT Update: https://twitter.com/NorthstarBrain/status/1718708111706636403?s=20RSP policies by AGI Labs: https://www.aisafetysummit.gov.uk/policy-updates/#company-policiesYouGov Poll: https://d3nkl3psvxxpe9.cloudfront.net/documents/ControlAI_AI_231019.pdfhttps://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices A head-spinning week of declarations, timelines, updates, papers and debates. I will cover as much as I can, not least the new all-in one interface, EmotionPrompt, executive orders analysed, Bletchley declaration, a new MIT safety paper, responsible scaling, LLMs for Chip Design, and a guest appearance from Dyson Spheres.

https://www.patreon.com/AIExplained

Gates Interview: https://www.handelsblatt.com/technik/ki/bill-gates-mit-ki-koennen-medikamente-viel-schneller-entwickelt-werden/29450298.html
Dwarkesh Interview Legg: https://www.youtube.com/watch?v=Kc1atfJkiJU
Dwarkesh Interview Christiano: https://www.youtube.com/watch?v=9AAhTLa0dT0
Representation Engineering: https://arxiv.org/pdf/2310.01405.pdf
MLC: https://www.scientificamerican.com/article/new-training-method-helps-ai-generalize-like-people-do/
Anthropic Policy: https://www.anthropic.com/index/uk-ai-safety-summit
Science Automation: https://arxiv.org/ftp/arxiv/papers/2304/2304.05332.pdf
https://arxiv.org/pdf/2304.05376.pdf
Jim Fan Tweet: https://twitter.com/DrJimFan/status/1719733318521086332
White House Executive Order: https://www.whitehouse.gov/briefing-room/presidential-actions/2023/10/30/executive-order-on-the-safe-secure-and-trustworthy-development-and-use-of-artificial-intelligence/
ChatGPT Update: https://twitter.com/NorthstarBrain/status/1718708111706636403?s=20
RSP policies by AGI Labs: https://www.aisafetysummit.gov.uk/policy-updates/#company-policies
YouGov Poll: https://d3nkl3psvxxpe9.cloudfront.net/documents/ControlAI_AI_231019.pdf

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]]> 1349 no Claude 3.7 is More Significant than its Name Implies (ft DeepSeek R2 + GPT 4.5 coming soon) Claude 3.7 is here, hot on the heels of Grok 3 and a host of other developments, but how good is it really? And what does it say about the next few months in AI? I’ve read the papers, played with the model for hours, and benched it on Simple. Things aren’t slowing down. Plus the latest in humanoid robots, led by Helix and freaked out by Protoclone. And reports of GPT 4.5 and DeepSeek R2.GraySwan Competition! https://app.grayswan.ai/arena/challenge/agent-red-teaminghttps://x.com/GraySwanAI/status/1894084923260043282AI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction01:25 - Claude 3.7 New Stats/Demos 05:22 - 128k Output06:13 - Pokemon06:58 - Just a tool? 09:54 - DeepSeek R210:20 - Claude 3.7 System Card/Paper Highlights 17:18 - Simple Record Score/Competition20:37 - Grok 3 + Redteaming prizes22:26 - Google Co-scientist24:02 - Humanoid Robot Developments3.7 Release Notes: https://www.anthropic.com/news/claude-3-7-sonnetvs o3 and Grok 3: https://x.com/12exyz/status/1891723056931827959Extended Thinking: https://www.anthropic.com/research/visible-extended-thinking?s=09System Prompt: https://docs.anthropic.com/en/release-notes/system-prompts#feb-24th-2025System Card: https://assets.anthropic.com/m/785e231869ea8b3b/original/claude-3-7-sonnet-system-card.pdfUnfaithful CoT: https://arxiv.org/pdf/2305.04388Original Constitution: https://www.anthropic.com/news/claudes-constitutionResponsible Scaling Policy: https://assets.anthropic.com/m/24a47b00f10301cd/original/Anthropic-Responsible-Scaling-Policy-2024-10-15.pdfAmodei and Hassabis:https://www.youtube.com/watch?v=4poqjZlM8Lohttps://simple-bench.com/400 Weekly Users: https://x.com/bradlightcap/status/1892579908179882057Grok 3 Jailbroken: https://x.com/LinusEkenstam/status/1893832876581380280Google Co-Scientist: https://research.google/blog/accelerating-scientific-breakthroughs-with-an-ai-co-scientist/But Hassabis Says Years Away: https://www.youtube.com/watch?v=yr0GiSgUvPU&t=156sDeepSeek R2 Reuters: https://www.reuters.com/technology/artificial-intelligence/deepseek-rushes-launch-new-ai-model-china-goes-all-2025-02-25/Protoclone: https://www.reddit.com/r/interestingasfuck/comments/1it9rpp/protoclone_the_worlds_first_bipedal/Helix: https://www.figure.ai/news/helixTechTrance: https://www.youtube.com/@TheTechTrance/videosGPT 4.5 Soon: https://www.theverge.com/notepad-microsoft-newsletter/616464/microsoft-prepares-for-openais-gpt-5-modelAltman roadmap: https://x.com/sama/status/1889755723078443244Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 08:55:00 -0000 full AI Explained Claude 3.7 is here, hot on the heels of Grok 3 and a host of other developments, but how good is it really? And what does it say about the next few months in AI? I’ve read the papers, played with the model for hours, and benched it on Simple. Things aren’t slowing down. Plus the latest in humanoid robots, led by Helix and freaked out by Protoclone. And reports of GPT 4.5 and DeepSeek R2.GraySwan Competition! https://app.grayswan.ai/arena/challenge/agent-red-teaminghttps://x.com/GraySwanAI/status/1894084923260043282AI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction01:25 - Claude 3.7 New Stats/Demos 05:22 - 128k Output06:13 - Pokemon06:58 - Just a tool? 09:54 - DeepSeek R210:20 - Claude 3.7 System Card/Paper Highlights 17:18 - Simple Record Score/Competition20:37 - Grok 3 + Redteaming prizes22:26 - Google Co-scientist24:02 - Humanoid Robot Developments3.7 Release Notes: https://www.anthropic.com/news/claude-3-7-sonnetvs o3 and Grok 3: https://x.com/12exyz/status/1891723056931827959Extended Thinking: https://www.anthropic.com/research/visible-extended-thinking?s=09System Prompt: https://docs.anthropic.com/en/release-notes/system-prompts#feb-24th-2025System Card: https://assets.anthropic.com/m/785e231869ea8b3b/original/claude-3-7-sonnet-system-card.pdfUnfaithful CoT: https://arxiv.org/pdf/2305.04388Original Constitution: https://www.anthropic.com/news/claudes-constitutionResponsible Scaling Policy: https://assets.anthropic.com/m/24a47b00f10301cd/original/Anthropic-Responsible-Scaling-Policy-2024-10-15.pdfAmodei and Hassabis:https://www.youtube.com/watch?v=4poqjZlM8Lohttps://simple-bench.com/400 Weekly Users: https://x.com/bradlightcap/status/1892579908179882057Grok 3 Jailbroken: https://x.com/LinusEkenstam/status/1893832876581380280Google Co-Scientist: https://research.google/blog/accelerating-scientific-breakthroughs-with-an-ai-co-scientist/But Hassabis Says Years Away: https://www.youtube.com/watch?v=yr0GiSgUvPU&t=156sDeepSeek R2 Reuters: https://www.reuters.com/technology/artificial-intelligence/deepseek-rushes-launch-new-ai-model-china-goes-all-2025-02-25/Protoclone: https://www.reddit.com/r/interestingasfuck/comments/1it9rpp/protoclone_the_worlds_first_bipedal/Helix: https://www.figure.ai/news/helixTechTrance: https://www.youtube.com/@TheTechTrance/videosGPT 4.5 Soon: https://www.theverge.com/notepad-microsoft-newsletter/616464/microsoft-prepares-for-openais-gpt-5-modelAltman roadmap: https://x.com/sama/status/1889755723078443244Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Claude 3.7 is here, hot on the heels of Grok 3 and a host of other developments, but how good is it really? And what does it say about the next few months in AI? I’ve read the papers, played with the model for hours, and benched it on Simple. Things aren’t slowing down. Plus the latest in humanoid robots, led by Helix and freaked out by Protoclone. And reports of GPT 4.5 and DeepSeek R2.


GraySwan Competition! https://app.grayswan.ai/arena/challenge/agent-red-teaming
https://x.com/GraySwanAI/status/1894084923260043282


AI Insiders ($9!): https://www.patreon.com/AIExplained


Chapters:
00:00 - Introduction
01:25 - Claude 3.7 New Stats/Demos
05:22 - 128k Output
06:13 - Pokemon
06:58 - Just a tool?
09:54 - DeepSeek R2
10:20 - Claude 3.7 System Card/Paper Highlights
17:18 - Simple Record Score/Competition
20:37 - Grok 3 + Redteaming prizes
22:26 - Google Co-scientist
24:02 - Humanoid Robot Developments


3.7 Release Notes: https://www.anthropic.com/news/claude-3-7-sonnet
vs o3 and Grok 3: https://x.com/12exyz/status/1891723056931827959
Extended Thinking: https://www.anthropic.com/research/visible-extended-thinking?s=09
System Prompt: https://docs.anthropic.com/en/release-notes/system-prompts#feb-24th-2025
System Card: https://assets.anthropic.com/m/785e231869ea8b3b/original/claude-3-7-sonnet-system-card.pdf
Unfaithful CoT: https://arxiv.org/pdf/2305.04388
Original Constitution: https://www.anthropic.com/news/claudes-constitution
Responsible Scaling Policy: https://assets.anthropic.com/m/24a47b00f10301cd/original/Anthropic-Responsible-Scaling-Policy-2024-10-15.pdf
Amodei and Hassabis:https://www.youtube.com/watch?v=4poqjZlM8Lo
https://simple-bench.com/
400 Weekly Users: https://x.com/bradlightcap/status/1892579908179882057
Grok 3 Jailbroken: https://x.com/LinusEkenstam/status/1893832876581380280
Google Co-Scientist: https://research.google/blog/accelerating-scientific-breakthroughs-with-an-ai-co-scientist/
But Hassabis Says Years Away: https://www.youtube.com/watch?v=yr0GiSgUvPU&t=156s
DeepSeek R2 Reuters: https://www.reuters.com/technology/artificial-intelligence/deepseek-rushes-launch-new-ai-model-china-goes-all-2025-02-25/
Protoclone: https://www.reddit.com/r/interestingasfuck/comments/1it9rpp/protoclone_the_worlds_first_bipedal/
Helix: https://www.figure.ai/news/helix
TechTrance: https://www.youtube.com/@TheTechTrance/videos
GPT 4.5 Soon: https://www.theverge.com/notepad-microsoft-newsletter/616464/microsoft-prepares-for-openais-gpt-5-model
Altman roadmap: https://x.com/sama/status/1889755723078443244


Non-hype Newsletter: https://signaltonoise.beehiiv.com/

Podcast: https://aiexplainedopodcast.buzzsprout.com/

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 2154 no Google Takes No Prisoners Amid Torrent of AI Announcements Google just announced at least 12 things that are each worthy of a video, but here are the top I/O highlights. From Veo 3 to Deep Research now being useable, Deep Think breaking records to Gemini Diffusion, Gemini 2.5 Flash changing how AI is priced and GemmaVerse, SynthID Detector and Imagen 4. And even this intro is missing other announcements covered in the vid! And yes, they’ll be plenty of Veo 3 clips to enjoy…https://80000hours.org/aiexplainedAI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction00:48 - Veo 302:10 - Gemini 2.5 Flash03:13 - Universal Assistant03:47 - Usage Skyrockets + OpenAI dig04:51 - Gemini Pro Deep Think06:21 - Overviews and AI Mode07:26 - Deep Research Updates (new) + Jules 08:53 - Make and Deploy Apps with Gemini09:12 - Imagen 4 10:00 - Gemini Diffusion11:46 - Try It On12:17 - SynthID Detector13:30 - GemmaVerse, SignGemma, Gemma3n, medGemma14:24 - Outro + ClipsEvent: https://www.youtube.com/watch?v=o8NiE3XMPrMNtaive Audio: https://aistudio.google.com/generate-speechGemini Diffusion: https://deepmind.google/models/gemini-diffusion/#capabilities New Gemini 2.5 Flash: https://deepmind.google/models/gemini/flash/SignGemma (See end of this vid): https://www.youtube.com/watch?v=GjvgtwSOCaoDeep Think: https://blog.google/technology/google-deepmind/google-gemini-updates-io-2025/#flash-improvementsGoogle Parallel Sampling: https://www.patreon.com/posts/next-level-good-127441188Price Plans: https://blog.google/products/google-one/google-ai-ultra/Imagen 4 Benchmarks: https://deepmind.google/models/imagen/Jules: https://jules.google/SynthID Detector: https://blog.google/technology/ai/google-synthid-ai-content-detector/Veo 3 Benchmarks: https://deepmind.google/models/veo/evals/MedGemma: https://deepmind.google/models/gemma/medgemma/Build Apps: https://aistudio.google.com/appsNon-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 08:26:15 -0000 full AI Explained Google just announced at least 12 things that are each worthy of a video, but here are the top I/O highlights. From Veo 3 to Deep Research now being useable, Deep Think breaking records to Gemini Diffusion, Gemini 2.5 Flash changing how AI is priced and GemmaVerse, SynthID Detector and Imagen 4. And even this intro is missing other announcements covered in the vid! And yes, they’ll be plenty of Veo 3 clips to enjoy…https://80000hours.org/aiexplainedAI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction00:48 - Veo 302:10 - Gemini 2.5 Flash03:13 - Universal Assistant03:47 - Usage Skyrockets + OpenAI dig04:51 - Gemini Pro Deep Think06:21 - Overviews and AI Mode07:26 - Deep Research Updates (new) + Jules 08:53 - Make and Deploy Apps with Gemini09:12 - Imagen 4 10:00 - Gemini Diffusion11:46 - Try It On12:17 - SynthID Detector13:30 - GemmaVerse, SignGemma, Gemma3n, medGemma14:24 - Outro + ClipsEvent: https://www.youtube.com/watch?v=o8NiE3XMPrMNtaive Audio: https://aistudio.google.com/generate-speechGemini Diffusion: https://deepmind.google/models/gemini-diffusion/#capabilities New Gemini 2.5 Flash: https://deepmind.google/models/gemini/flash/SignGemma (See end of this vid): https://www.youtube.com/watch?v=GjvgtwSOCaoDeep Think: https://blog.google/technology/google-deepmind/google-gemini-updates-io-2025/#flash-improvementsGoogle Parallel Sampling: https://www.patreon.com/posts/next-level-good-127441188Price Plans: https://blog.google/products/google-one/google-ai-ultra/Imagen 4 Benchmarks: https://deepmind.google/models/imagen/Jules: https://jules.google/SynthID Detector: https://blog.google/technology/ai/google-synthid-ai-content-detector/Veo 3 Benchmarks: https://deepmind.google/models/veo/evals/MedGemma: https://deepmind.google/models/gemma/medgemma/Build Apps: https://aistudio.google.com/appsNon-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Google just announced at least 12 things that are each worthy of a video, but here are the top I/O highlights. From Veo 3 to Deep Research now being useable, Deep Think breaking records to Gemini Diffusion, Gemini 2.5 Flash changing how AI is priced and GemmaVerse, SynthID Detector and Imagen 4. And even this intro is missing other announcements covered in the vid! And yes, they’ll be plenty of Veo 3 clips to enjoy…

https://80000hours.org/aiexplained

AI Insiders ($9!): https://www.patreon.com/AIExplained

Chapters:
00:00 - Introduction
00:48 - Veo 3
02:10 - Gemini 2.5 Flash
03:13 - Universal Assistant
03:47 - Usage Skyrockets + OpenAI dig
04:51 - Gemini Pro Deep Think
06:21 - Overviews and AI Mode
07:26 - Deep Research Updates (new) + Jules
08:53 - Make and Deploy Apps with Gemini
09:12 - Imagen 4
10:00 - Gemini Diffusion
11:46 - Try It On
12:17 - SynthID Detector
13:30 - GemmaVerse, SignGemma, Gemma3n, medGemma
14:24 - Outro + Clips

Event: https://www.youtube.com/watch?v=o8NiE3XMPrM
Ntaive Audio: https://aistudio.google.com/generate-speech
Gemini Diffusion: https://deepmind.google/models/gemini-diffusion/#capabilities
New Gemini 2.5 Flash: https://deepmind.google/models/gemini/flash/
SignGemma (See end of this vid): https://www.youtube.com/watch?v=GjvgtwSOCao
Deep Think: https://blog.google/technology/google-deepmind/google-gemini-updates-io-2025/#flash-improvements
Google Parallel Sampling: https://www.patreon.com/posts/next-level-good-127441188

Price Plans: https://blog.google/products/google-one/google-ai-ultra/
Imagen 4 Benchmarks: https://deepmind.google/models/imagen/
Jules: https://jules.google/
SynthID Detector: https://blog.google/technology/ai/google-synthid-ai-content-detector/
Veo 3 Benchmarks: https://deepmind.google/models/veo/evals/
MedGemma: https://deepmind.google/models/gemma/medgemma/
Build Apps: https://aistudio.google.com/apps


Non-hype Newsletter: https://signaltonoise.beehiiv.com/

Podcast: https://aiexplainedopodcast.buzzsprout.com/

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 1402 no ChatGPT Fails Basic Logic but Now Has Vision, Wins at Chess and Prompts a Masterpiece ChatGPT will now have vision, but can it do basic logic? I cover the latest news - including GPT Chess! - as well as go through almost a dozen papers and how they relate to the central question of LLM logic and rationality. Starring the Reversal Curse and featuring conversations with two of the authors at the heart of it all. I also get to a DALL-E 3 vs Midjourney comparison, MuZero, MathGLM, Situational Awareness and much more!https://www.patreon.com/AIExplainedOpenAI GPT-V (Hear and Speak): https://openai.com/blog/chatgpt-can-now-see-hear-and-speakReversal Curse: https://owainevans.github.io/reversal_curse.pdfMahesh Tweet: https://twitter.com/madiator/status/1705376797293183208Neel Nanda Explanation: https://twitter.com/NeelNanda5/status/1705995593657762199Karpathy tweet: https://twitter.com/karpathy/status/1705322159588208782Trask Explanation: https://twitter.com/iamtrask/status/1705361947141472528Play Chess vs GPT 3.5 Instruct: https://parrotchess.com/Paige Bailey on Cognitive Revolution: https://www.youtube.com/watch?v=K-XYxLifpQEAvenging Polanyi's Revenge: https://m-cacm.acm.org/magazines/2021/2/250077-polanyis-revenge-and-ais-new-romance-with-tacit-knowledge/abstractFaith and Fate Paper: https://arxiv.org/pdf/2305.18654.pdfCounterfactuals Paper: https://arxiv.org/pdf/2307.02477.pdfLesswrong AGI Timelines: https://www.lesswrong.com/posts/SCqDipWAhZ49JNdmL/paper-llms-trained-on-a-is-b-fail-to-learn-b-is-a?commentId=bkxcTqAtYW8wgHKb5Professor Rao Paper w/ Blocksworld: https://arxiv.org/pdf/2305.15771.pdfMath Based on Number Reasoning: https://aclanthology.org/2022.findings-emnlp.59.pdfMuZero: https://www.deepmind.com/blog/muzero-mastering-go-chess-shogi-and-atari-without-ruleshttps://www.nature.com/articles/s41586-020-03051-4.epdf?sharing_token=kTk-xTZpQOF8Ym8nTQK6EdRgN0jAjWel9jnR3ZoTv0PMSWGj38iNIyNOw_ooNp2BvzZ4nIcedo7GEXD7UmLqb0M_V_fop31mMY9VBBLNmGbm0K9jETKkZnJ9SgJ8Rwhp3ySvLuTcUr888puIYbngQ0fiMf45ZGDAQ7fUI66-u7Y%3DEfficient Zero: https://arxiv.org/pdf/2111.00210.pdfLet’s Verify Step by Step OpenAI paper: https://cdn.openai.com/improving-mathematical-reasoning-with-process-supervision/Lets_Verify_Step_by_Step.pdfMy Video on That: https://www.youtube.com/watch?v=hZTZYffRsKI&t=5sSuperintelligence Poll: https://www.vox.com/future-perfect/2023/9/19/23879648/americans-artificial-general-intelligence-ai-policy-poll?s=09Anthropic Announcement: https://www.anthropic.com/index/anthropic-amazonDALL-E 3 Tweet Thread: https://twitter.com/OfficialLoganK/status/1704850313889595399 https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 08:02:43 -0000 full AI Explained ChatGPT will now have vision, but can it do basic logic? I cover the latest news - including GPT Chess! - as well as go through almost a dozen papers and how they relate to the central question of LLM logic and rationality. Starring the Reversal Curse and featuring conversations with two of the authors at the heart of it all. I also get to a DALL-E 3 vs Midjourney comparison, MuZero, MathGLM, Situational Awareness and much more!https://www.patreon.com/AIExplainedOpenAI GPT-V (Hear and Speak): https://openai.com/blog/chatgpt-can-now-see-hear-and-speakReversal Curse: https://owainevans.github.io/reversal_curse.pdfMahesh Tweet: https://twitter.com/madiator/status/1705376797293183208Neel Nanda Explanation: https://twitter.com/NeelNanda5/status/1705995593657762199Karpathy tweet: https://twitter.com/karpathy/status/1705322159588208782Trask Explanation: https://twitter.com/iamtrask/status/1705361947141472528Play Chess vs GPT 3.5 Instruct: https://parrotchess.com/Paige Bailey on Cognitive Revolution: https://www.youtube.com/watch?v=K-XYxLifpQEAvenging Polanyi's Revenge: https://m-cacm.acm.org/magazines/2021/2/250077-polanyis-revenge-and-ais-new-romance-with-tacit-knowledge/abstractFaith and Fate Paper: https://arxiv.org/pdf/2305.18654.pdfCounterfactuals Paper: https://arxiv.org/pdf/2307.02477.pdfLesswrong AGI Timelines: https://www.lesswrong.com/posts/SCqDipWAhZ49JNdmL/paper-llms-trained-on-a-is-b-fail-to-learn-b-is-a?commentId=bkxcTqAtYW8wgHKb5Professor Rao Paper w/ Blocksworld: https://arxiv.org/pdf/2305.15771.pdfMath Based on Number Reasoning: https://aclanthology.org/2022.findings-emnlp.59.pdfMuZero: https://www.deepmind.com/blog/muzero-mastering-go-chess-shogi-and-atari-without-ruleshttps://www.nature.com/articles/s41586-020-03051-4.epdf?sharing_token=kTk-xTZpQOF8Ym8nTQK6EdRgN0jAjWel9jnR3ZoTv0PMSWGj38iNIyNOw_ooNp2BvzZ4nIcedo7GEXD7UmLqb0M_V_fop31mMY9VBBLNmGbm0K9jETKkZnJ9SgJ8Rwhp3ySvLuTcUr888puIYbngQ0fiMf45ZGDAQ7fUI66-u7Y%3DEfficient Zero: https://arxiv.org/pdf/2111.00210.pdfLet’s Verify Step by Step OpenAI paper: https://cdn.openai.com/improving-mathematical-reasoning-with-process-supervision/Lets_Verify_Step_by_Step.pdfMy Video on That: https://www.youtube.com/watch?v=hZTZYffRsKI&t=5sSuperintelligence Poll: https://www.vox.com/future-perfect/2023/9/19/23879648/americans-artificial-general-intelligence-ai-policy-poll?s=09Anthropic Announcement: https://www.anthropic.com/index/anthropic-amazonDALL-E 3 Tweet Thread: https://twitter.com/OfficialLoganK/status/1704850313889595399 https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices ChatGPT will now have vision, but can it do basic logic? I cover the latest news - including GPT Chess! - as well as go through almost a dozen papers and how they relate to the central question of LLM logic and rationality. Starring the Reversal Curse and featuring conversations with two of the authors at the heart of it all.

I also get to a DALL-E 3 vs Midjourney comparison, MuZero, MathGLM, Situational Awareness and much more!

https://www.patreon.com/AIExplained

OpenAI GPT-V (Hear and Speak): https://openai.com/blog/chatgpt-can-now-see-hear-and-speak
Reversal Curse: https://owainevans.github.io/reversal_curse.pdf
Mahesh Tweet: https://twitter.com/madiator/status/1705376797293183208
Neel Nanda Explanation: https://twitter.com/NeelNanda5/status/1705995593657762199
Karpathy tweet: https://twitter.com/karpathy/status/1705322159588208782
Trask Explanation: https://twitter.com/iamtrask/status/1705361947141472528
Play Chess vs GPT 3.5 Instruct: https://parrotchess.com/
Paige Bailey on Cognitive Revolution: https://www.youtube.com/watch?v=K-XYxLifpQE
Avenging Polanyi's Revenge: https://m-cacm.acm.org/magazines/2021/2/250077-polanyis-revenge-and-ais-new-romance-with-tacit-knowledge/abstract
Faith and Fate Paper: https://arxiv.org/pdf/2305.18654.pdf
Counterfactuals Paper: https://arxiv.org/pdf/2307.02477.pdf
Lesswrong AGI Timelines: https://www.lesswrong.com/posts/SCqDipWAhZ49JNdmL/paper-llms-trained-on-a-is-b-fail-to-learn-b-is-a?commentId=bkxcTqAtYW8wgHKb5
Professor Rao Paper w/ Blocksworld: https://arxiv.org/pdf/2305.15771.pdf
Math Based on Number Reasoning: https://aclanthology.org/2022.findings-emnlp.59.pdf
MuZero: https://www.deepmind.com/blog/muzero-mastering-go-chess-shogi-and-atari-without-rules
https://www.nature.com/articles/s41586-020-03051-4.epdf?sharing_token=kTk-xTZpQOF8Ym8nTQK6EdRgN0jAjWel9jnR3ZoTv0PMSWGj38iNIyNOw_ooNp2BvzZ4nIcedo7GEXD7UmLqb0M_V_fop31mMY9VBBLNmGbm0K9jETKkZnJ9SgJ8Rwhp3ySvLuTcUr888puIYbngQ0fiMf45ZGDAQ7fUI66-u7Y%3D
Efficient Zero: https://arxiv.org/pdf/2111.00210.pdf
Let’s Verify Step by Step OpenAI paper: https://cdn.openai.com/improving-mathematical-reasoning-with-process-supervision/Lets_Verify_Step_by_Step.pdf
My Video on That: https://www.youtube.com/watch?v=hZTZYffRsKI&t=5s
Superintelligence Poll: https://www.vox.com/future-perfect/2023/9/19/23879648/americans-artificial-general-intelligence-ai-policy-poll?s=09
Anthropic Announcement: https://www.anthropic.com/index/anthropic-amazon
DALL-E 3 Tweet Thread: https://twitter.com/OfficialLoganK/status/1704850313889595399


https://www.patreon.com/AIExplained Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 1764 no Claude Fable 5 - Full 319 page Breakdown Fable 5 is out - and it’s good, very good. But beyond the splashy demos, I want to bring you the 20+ nuggets from the 319 page system card, which I read in full, all day, plus benchmarks you may not have noticed. https://assemblyai.com/aiexplainedPlus two worrying trends inside the ‘mind’ of Claude, how OpenAI counter, and the transformer inventor’s warning.Check out my fast-growing (!) app, free to use, and code INSIDER15 for paid tiers: https://lmcouncil.aiAI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction01:06 - Blocks + Better Models02:42 - Fable 5 Upgrade over Mythos Preview04:49 - ML Acceleration Bombshell07:11 - No RSI yet07:41 - Bio-capable14:51 - Creative Writing … no17:23 - Does need bug-checks18:57 - OpenAI Response19:23 - Benchmark Bonanza28:06 - Chain of Thought worrying trendFable 5 Release: https://www.anthropic.com/news/claude-fable-5-mythos-5System Card: https://www-cdn.anthropic.com/d00db56fa754a1b115b6dd7cb2e3c342ee809620.pdfIntelligence Explosion: https://www.patreon.com/posts/anthropic-charts-160231656Annotated: https://x.com/Miles_Brundage/status/2064500190523113816/photo/1OpenAI Counter: https://x.com/thsottiaux/status/2064572118264913923https://x.com/thsottiaux/status/2043177597434306699Double Lifespan: https://darioamodei.com/essay/machines-of-loving-graceAutomationBench: https://zapier.com/benchmarksVending Bench: https://x.com/andonlabs/status/2064429817530085804CritPt: https://critpt.com/Riemann Bench: https://surgehq.ai/leaderboards/riemann-benchGDPVal: https://artificialanalysis.ai/evaluations/gdpval-aaBluePrint Bench 2: https://andonlabs.com/evals/blueprint-bench-2MCP Atlas: https://labs.scale.com/leaderboard/mcp_atlasFutureSim: https://x.com/nikhilchandak29/status/2064676801440358774Roon Stun Lock: https://x.com/tszzl/status/2064454617568874669Noam Brown Inference Ceiling: https://x.com/polynoamial/status/2064210146558136827Isochronic Chart: https://isochronic-passage-chart.netlify.app/#nycRose Tavern: https://claude.ai/public/artifacts/2295bebe-77e6-43e2-ae94-0fe49e9a776bRedwall Game: https://redwall-mossflower.surge.sh/Risk Report: https://www-cdn.anthropic.com/097c63b5fe7dd8b14866e1f15bb1910ec713658a.pdfTransformer Inventor Warning: https://x.com/tszzl/status/2064563986914554125Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 07:57:30 -0000 full AI Explained Fable 5 is out - and it’s good, very good. But beyond the splashy demos, I want to bring you the 20+ nuggets from the 319 page system card, which I read in full, all day, plus benchmarks you may not have noticed. https://assemblyai.com/aiexplainedPlus two worrying trends inside the ‘mind’ of Claude, how OpenAI counter, and the transformer inventor’s warning.Check out my fast-growing (!) app, free to use, and code INSIDER15 for paid tiers: https://lmcouncil.aiAI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction01:06 - Blocks + Better Models02:42 - Fable 5 Upgrade over Mythos Preview04:49 - ML Acceleration Bombshell07:11 - No RSI yet07:41 - Bio-capable14:51 - Creative Writing … no17:23 - Does need bug-checks18:57 - OpenAI Response19:23 - Benchmark Bonanza28:06 - Chain of Thought worrying trendFable 5 Release: https://www.anthropic.com/news/claude-fable-5-mythos-5System Card: https://www-cdn.anthropic.com/d00db56fa754a1b115b6dd7cb2e3c342ee809620.pdfIntelligence Explosion: https://www.patreon.com/posts/anthropic-charts-160231656Annotated: https://x.com/Miles_Brundage/status/2064500190523113816/photo/1OpenAI Counter: https://x.com/thsottiaux/status/2064572118264913923https://x.com/thsottiaux/status/2043177597434306699Double Lifespan: https://darioamodei.com/essay/machines-of-loving-graceAutomationBench: https://zapier.com/benchmarksVending Bench: https://x.com/andonlabs/status/2064429817530085804CritPt: https://critpt.com/Riemann Bench: https://surgehq.ai/leaderboards/riemann-benchGDPVal: https://artificialanalysis.ai/evaluations/gdpval-aaBluePrint Bench 2: https://andonlabs.com/evals/blueprint-bench-2MCP Atlas: https://labs.scale.com/leaderboard/mcp_atlasFutureSim: https://x.com/nikhilchandak29/status/2064676801440358774Roon Stun Lock: https://x.com/tszzl/status/2064454617568874669Noam Brown Inference Ceiling: https://x.com/polynoamial/status/2064210146558136827Isochronic Chart: https://isochronic-passage-chart.netlify.app/#nycRose Tavern: https://claude.ai/public/artifacts/2295bebe-77e6-43e2-ae94-0fe49e9a776bRedwall Game: https://redwall-mossflower.surge.sh/Risk Report: https://www-cdn.anthropic.com/097c63b5fe7dd8b14866e1f15bb1910ec713658a.pdfTransformer Inventor Warning: https://x.com/tszzl/status/2064563986914554125Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fable 5 is out - and it’s good, very good. But beyond the splashy demos, I want to bring you the 20+ nuggets from the 319 page system card, which I read in full, all day, plus benchmarks you may not have noticed.

https://assemblyai.com/aiexplained

Plus two worrying trends inside the ‘mind’ of Claude, how OpenAI counter, and the transformer inventor’s warning.



Check out my fast-growing (!) app, free to use, and code INSIDER15 for paid tiers: https://lmcouncil.ai

AI Insiders ($9!): https://www.patreon.com/AIExplained

Chapters:
00:00 - Introduction
01:06 - Blocks + Better Models
02:42 - Fable 5 Upgrade over Mythos Preview
04:49 - ML Acceleration Bombshell
07:11 - No RSI yet
07:41 - Bio-capable
14:51 - Creative Writing … no
17:23 - Does need bug-checks
18:57 - OpenAI Response
19:23 - Benchmark Bonanza
28:06 - Chain of Thought worrying trend

Fable 5 Release: https://www.anthropic.com/news/claude-fable-5-mythos-5

System Card: https://www-cdn.anthropic.com/d00db56fa754a1b115b6dd7cb2e3c342ee809620.pdf

Intelligence Explosion: https://www.patreon.com/posts/anthropic-charts-160231656

Annotated: https://x.com/Miles_Brundage/status/2064500190523113816/photo/1

OpenAI Counter: https://x.com/thsottiaux/status/2064572118264913923
https://x.com/thsottiaux/status/2043177597434306699

Double Lifespan: https://darioamodei.com/essay/machines-of-loving-grace

AutomationBench: https://zapier.com/benchmarks
Vending Bench: https://x.com/andonlabs/status/2064429817530085804
CritPt: https://critpt.com/
Riemann Bench: https://surgehq.ai/leaderboards/riemann-bench
GDPVal: https://artificialanalysis.ai/evaluations/gdpval-aa
BluePrint Bench 2: https://andonlabs.com/evals/blueprint-bench-2
MCP Atlas: https://labs.scale.com/leaderboard/mcp_atlas
FutureSim: https://x.com/nikhilchandak29/status/2064676801440358774

Roon Stun Lock: https://x.com/tszzl/status/2064454617568874669

Noam Brown Inference Ceiling: https://x.com/polynoamial/status/2064210146558136827

Isochronic Chart: https://isochronic-passage-chart.netlify.app/#nyc
Rose Tavern: https://claude.ai/public/artifacts/2295bebe-77e6-43e2-ae94-0fe49e9a776b
Redwall Game: https://redwall-mossflower.surge.sh/

Risk Report: https://www-cdn.anthropic.com/097c63b5fe7dd8b14866e1f15bb1910ec713658a.pdf

Transformer Inventor Warning: https://x.com/tszzl/status/2064563986914554125



Non-hype Newsletter: https://signaltonoise.beehiiv.com/

Podcast: https://aiexplainedopodcast.buzzsprout.com/

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 2534 no Apple’s ‘AI Can’t Reason’ Claim Seen By 13M+, What You Need to Know What to make of those headlines that AI can’t reason, seen by tens of millions? I cover the Apple paper in layman’s terms, what it means and doesn’t mean, and what’s next. Thanks to Storyblocks for sponsoring this video! Download unlimited stock media at one set price with Storyblocks: https://storyblocks.com/AIExplainedPlus o3-pro and whether it is my current most-recommended model.AI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction00:57 - Viral Post + Headlines01:42 - Apple Paper Analysis08:34 - But they do Hallucinate 10:43 - Not Supercomputers11:18 - o3 Pro and Recommendations 13.7M Tweet: https://x.com/RubenHssd/status/1931389580105925115Apple Paper: https://ml-site.cdn-apple.com/papers/the-illusion-of-thinking.pdfGuardian Article: https://www.theguardian.com/technology/2025/jun/09/apple-artificial-intelligence-ai-study-collapseLisan al Gaib post: https://x.com/scaling01/status/1931854370716426246Multiplication: https://x.com/yuntiandeng/status/1836114401213989366The Illusion of the Illusion of Thinking: https://drive.google.com/file/d/1Zx9ikRj0Enc3SB4wA9HlYIlpmO_8QiUO/viewMarcus: https://www.theguardian.com/commentisfree/2025/jun/10/billion-dollar-ai-puzzle-break-downProf Rao: https://x.com/rao2z/status/1927707640223719631AI Job Headlines: https://www.nytimes.com/2025/06/11/technology/ai-mechanize-jobs.htmlhttps://www.axios.com/2025/05/28/ai-jobs-white-collar-unemployment-anthropicSky News Story: https://news.sky.com/story/can-we-trust-chatgpt-despite-it-hallucinating-answers-13380975Veo 3 Kalshi Ad: https://x.com/Kalshi/status/1932891608388681791Altman Essay: https://blog.samaltman.com/o3 Original benchmarks: https://substackcdn.com/image/fetch/f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5b8b6c44-acd6-43b3-b5c6-1a1d5c6c25e4_2486x1388.pnghttps://pbs.twimg.com/media/GfQ0bfcXQAAQt13.jpgAlpha Evolve Video: https://www.youtube.com/watch?v=RH4hAgvYSzghttps://simple-bench.com/Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 07:28:45 -0000 full AI Explained What to make of those headlines that AI can’t reason, seen by tens of millions? I cover the Apple paper in layman’s terms, what it means and doesn’t mean, and what’s next. Thanks to Storyblocks for sponsoring this video! Download unlimited stock media at one set price with Storyblocks: https://storyblocks.com/AIExplainedPlus o3-pro and whether it is my current most-recommended model.AI Insiders ($9!): https://www.patreon.com/AIExplainedChapters:00:00 - Introduction00:57 - Viral Post + Headlines01:42 - Apple Paper Analysis08:34 - But they do Hallucinate 10:43 - Not Supercomputers11:18 - o3 Pro and Recommendations 13.7M Tweet: https://x.com/RubenHssd/status/1931389580105925115Apple Paper: https://ml-site.cdn-apple.com/papers/the-illusion-of-thinking.pdfGuardian Article: https://www.theguardian.com/technology/2025/jun/09/apple-artificial-intelligence-ai-study-collapseLisan al Gaib post: https://x.com/scaling01/status/1931854370716426246Multiplication: https://x.com/yuntiandeng/status/1836114401213989366The Illusion of the Illusion of Thinking: https://drive.google.com/file/d/1Zx9ikRj0Enc3SB4wA9HlYIlpmO_8QiUO/viewMarcus: https://www.theguardian.com/commentisfree/2025/jun/10/billion-dollar-ai-puzzle-break-downProf Rao: https://x.com/rao2z/status/1927707640223719631AI Job Headlines: https://www.nytimes.com/2025/06/11/technology/ai-mechanize-jobs.htmlhttps://www.axios.com/2025/05/28/ai-jobs-white-collar-unemployment-anthropicSky News Story: https://news.sky.com/story/can-we-trust-chatgpt-despite-it-hallucinating-answers-13380975Veo 3 Kalshi Ad: https://x.com/Kalshi/status/1932891608388681791Altman Essay: https://blog.samaltman.com/o3 Original benchmarks: https://substackcdn.com/image/fetch/f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5b8b6c44-acd6-43b3-b5c6-1a1d5c6c25e4_2486x1388.pnghttps://pbs.twimg.com/media/GfQ0bfcXQAAQt13.jpgAlpha Evolve Video: https://www.youtube.com/watch?v=RH4hAgvYSzghttps://simple-bench.com/Non-hype Newsletter: https://signaltonoise.beehiiv.com/Podcast: https://aiexplainedopodcast.buzzsprout.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices What to make of those headlines that AI can’t reason, seen by tens of millions? I cover the Apple paper in layman’s terms, what it means and doesn’t mean, and what’s next.

Thanks to Storyblocks for sponsoring this video! Download unlimited stock media at one set price with Storyblocks: https://storyblocks.com/AIExplained

Plus o3-pro and whether it is my current most-recommended model.

AI Insiders ($9!): https://www.patreon.com/AIExplained

Chapters:
00:00 - Introduction
00:57 - Viral Post + Headlines
01:42 - Apple Paper Analysis
08:34 - But they do Hallucinate
10:43 - Not Supercomputers
11:18 - o3 Pro and Recommendations


13.7M Tweet: https://x.com/RubenHssd/status/1931389580105925115

Apple Paper: https://ml-site.cdn-apple.com/papers/the-illusion-of-thinking.pdf

Guardian Article: https://www.theguardian.com/technology/2025/jun/09/apple-artificial-intelligence-ai-study-collapse

Lisan al Gaib post: https://x.com/scaling01/status/1931854370716426246

Multiplication: https://x.com/yuntiandeng/status/1836114401213989366

The Illusion of the Illusion of Thinking: https://drive.google.com/file/d/1Zx9ikRj0Enc3SB4wA9HlYIlpmO_8QiUO/view

Marcus: https://www.theguardian.com/commentisfree/2025/jun/10/billion-dollar-ai-puzzle-break-down

Prof Rao: https://x.com/rao2z/status/1927707640223719631

AI Job Headlines: https://www.nytimes.com/2025/06/11/technology/ai-mechanize-jobs.html
https://www.axios.com/2025/05/28/ai-jobs-white-collar-unemployment-anthropic

Sky News Story: https://news.sky.com/story/can-we-trust-chatgpt-despite-it-hallucinating-answers-13380975

Veo 3 Kalshi Ad: https://x.com/Kalshi/status/1932891608388681791

Altman Essay: https://blog.samaltman.com/

o3 Original benchmarks: https://substackcdn.com/image/fetch/f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5b8b6c44-acd6-43b3-b5c6-1a1d5c6c25e4_2486x1388.png

https://pbs.twimg.com/media/GfQ0bfcXQAAQt13.jpg

Alpha Evolve Video: https://www.youtube.com/watch?v=RH4hAgvYSzg

https://simple-bench.com/


Non-hype Newsletter: https://signaltonoise.beehiiv.com/

Podcast: https://aiexplainedopodcast.buzzsprout.com/

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 1155 no GPT 4: Full Breakdown (14 Details You May Have Missed) I just read the entire technical report on GPT 4, not just the promotional hype. And boy does it have some interesting details. I have gathered the 14 extra details that you, or at least the media, may miss from the release. The last one is more than a little wild.These include things like the training secrets, the cherry-picked bar exam stat, text-to-image breakthroughs, and some truly astounding safety checks.https://www.patreon.com/AIExplainedhttps://cdn.openai.com/papers/gpt-4.pdfhttps://www.bemyeyes.com/https://arxiv.org/pdf/2104.12756.pdfhttps://arxiv.org/pdf/2203.10244.pdfhttps://chat.openai.com/chat?model=gpt-4https://arxiv.org/pdf/2302.10329.pdfhttps://www.alignmentforum.org/posts/Aq82XqYhgqdPdPrBA/full-transcript-eliezer-yudkowsky-on-the-bankless-podcast Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices Fri, 30 Oct 2026 07:00:00 -0000 full AI Explained I just read the entire technical report on GPT 4, not just the promotional hype. And boy does it have some interesting details. I have gathered the 14 extra details that you, or at least the media, may miss from the release. The last one is more than a little wild.These include things like the training secrets, the cherry-picked bar exam stat, text-to-image breakthroughs, and some truly astounding safety checks.https://www.patreon.com/AIExplainedhttps://cdn.openai.com/papers/gpt-4.pdfhttps://www.bemyeyes.com/https://arxiv.org/pdf/2104.12756.pdfhttps://arxiv.org/pdf/2203.10244.pdfhttps://chat.openai.com/chat?model=gpt-4https://arxiv.org/pdf/2302.10329.pdfhttps://www.alignmentforum.org/posts/Aq82XqYhgqdPdPrBA/full-transcript-eliezer-yudkowsky-on-the-bankless-podcast Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices I just read the entire technical report on GPT 4, not just the promotional hype. And boy does it have some interesting details. I have gathered the 14 extra details that you, or at least the media, may miss from the release. The last one is more than a little wild.

These include things like the training secrets, the cherry-picked bar exam stat, text-to-image breakthroughs, and some truly astounding safety checks.

https://www.patreon.com/AIExplained

https://cdn.openai.com/papers/gpt-4.pdf
https://www.bemyeyes.com/
https://arxiv.org/pdf/2104.12756.pdf
https://arxiv.org/pdf/2203.10244.pdf
https://chat.openai.com/chat?model=gpt-4
https://arxiv.org/pdf/2302.10329.pdf
https://www.alignmentforum.org/posts/Aq82XqYhgqdPdPrBA/full-transcript-eliezer-yudkowsky-on-the-bankless-podcast Non-Hype, Free Newsletter: https://signaltonoise.beehiiv.com/

Learn more about your ad choices. Visit megaphone.fm/adchoices

]]> 1159 no