computational's profile picture. Prof. Daniel Martin Katz  
#Law + #Science + #Engineering + #Entrepreneurship 
BLOG: http://ComputationalLegalStudies.com
PAGE: http://DanielMartinKatz.com
CORP: http://Kelvin.Legal

Computational Legal

@computational

Prof. Daniel Martin Katz #Law + #Science + #Engineering + #Entrepreneurship BLOG: http://ComputationalLegalStudies.com PAGE: http://DanielMartinKatz.com CORP: http://Kelvin.Legal

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It was a real honor to deliver the Opening Keynote at the Royal Society’s AI & Law Conference last week in London ! Thanks to all of the organizers and fellow speakers for this important dialogue regarding the future of our field. Link to Event Here: royalsociety.org/science.../202…

computational's tweet image. It was a real honor to deliver the Opening Keynote at the Royal Society’s AI & Law Conference last week in London !   Thanks to all of the organizers and fellow speakers for this important dialogue regarding the future of our field. Link to Event Here:
royalsociety.org/science.../202…

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New Anthropic research: Natural emergent misalignment from reward hacking in production RL. “Reward hacking” is where models learn to cheat on tasks they’re given during training. Our new study finds that the consequences of reward hacking, if unmitigated, can be very serious.


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Ford Motor CEO Jim Farley tells politicians a hard truth about the American labor force. wsj.com/opinion/ford-m… via @WSJopinion


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Something I think people continue to have poor intuition for: The space of intelligences is large and animal intelligence (the only kind we've ever known) is only a single point, arising from a very specific kind of optimization that is fundamentally distinct from that of our…


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Yep! Things seem to be going somewhat slower than the AI 2027 scenario. Our timelines were longer than 2027 when we published and now they are a bit longer still; "around 2030, lots of uncertainty though" is what I say these days.

a data point for that ai 2027 graph

SamuelAlbanie's tweet image. a data point for that ai 2027 graph


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The biggest misconception I hear about GenAI is that it inevitably outputs slop because it's trained to output "the average of the internet". But that's simply not true. It's trained to model the *entire distribution*, and RL lets it go beyond the human distribution. AlphaGo was…

3 years ago we could showcase AI's frontier w. a unicorn drawing. Today we do so w. AI outputs touching the scientific frontier: cdn.openai.com/pdf/4a25f921-e… Use the doc to judge for yourself the status of AI-aided science acceleration, and hopefully be inspired by a couple examples!

SebastienBubeck's tweet image. 3 years ago we could showcase AI's frontier w. a unicorn drawing. Today we do so w. AI outputs touching the scientific frontier: cdn.openai.com/pdf/4a25f921-e…

Use the doc to judge for yourself the status of AI-aided science acceleration, and hopefully be inspired by a couple examples!


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Today we at @OpenAI are releasing GPT-5.1-Codex-Max, which can work autonomously for more than a day over millions of tokens. Pretraining hasn't hit a wall, and neither has test-time compute. Congrats to my teammates @kevinleestone & @mikegmalek for helping to make it possible!

polynoamial's tweet image. Today we at @OpenAI are releasing GPT-5.1-Codex-Max, which can work autonomously for more than a day over millions of tokens. Pretraining hasn't hit a wall, and neither has test-time compute.

Congrats to my teammates @kevinleestone & @mikegmalek for helping to make it possible!
polynoamial's tweet image. Today we at @OpenAI are releasing GPT-5.1-Codex-Max, which can work autonomously for more than a day over millions of tokens. Pretraining hasn't hit a wall, and neither has test-time compute.

Congrats to my teammates @kevinleestone & @mikegmalek for helping to make it possible!

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What amazing fortune To be 1 of the 100 billion homo sapiens sapiens that have ever lived And to be alive at this the moment of the great inflection Not to be 1 of 50 billion that died of mosquito borne disease Nor to be 1 of 30 billion that died before age 5 Nor 1 of 10 billion…


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Our new work Solving a Million-step LLM Task with Zero Errors is now available online! See the awesome thread from @RobertoDailey1 below. We show that LLMs can solve long horizon tasks with zero erros by decomposing the problem into solvable steps!!

New work from Cognizant AI lab: Solving a Million-step LLM Task with Zero Errors. Existing LLMs struggle on long task horizons as persistent error rates compound, even when the LLMs know how to solve the task. Apple’s “Illusion of thinking” demonstrated that state of the art…



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openai has officially fulfilled the prophecy: they caused the exact thing they were founded to prevent - google/deepmind supremacy

mjbommar's tweet image. openai has officially fulfilled the prophecy: they caused the exact thing they were founded to prevent - google/deepmind supremacy

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Very excited that our AlphaProof paper is finally out! It's the final thing I worked on at DeepMind, very satisfying to be able to share the full details now - very fun project and awesome team! julian.ac/blog/2025/11/1…


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I love this lede from NYT's Victor Mather on the death of the penny

ddiamond's tweet image. I love this lede from NYT's Victor Mather on the death of the penny

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We knew this time was coming: An AI-generated song is now the #1 Country Song


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Matthew McConaughey and Michael Caine have teamed with AI audio company ElevenLabs to produce AI replications of their famous voices. "To everyone building with voice technology: keep going. You’re helping create a future where we can look up from our screens and connect through…

Variety's tweet image. Matthew McConaughey and Michael Caine have teamed with AI audio company ElevenLabs to produce AI replications of their famous voices.

"To everyone building with voice technology: keep going. You’re helping create a future where we can look up from our screens and connect through…

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I still remember that 2013 @NeurIPSConf party with Mark Zuckerberg. He had a bottle of water at that first Neurips corporate party. I thought it was out of character for a Neurips party - what was the matter with this kid? And why did he speak like that? We were so naive! ……

NandoDF's tweet image. I still remember that 2013  @NeurIPSConf party with Mark Zuckerberg. He had  a bottle of water at that first Neurips corporate party. I thought it was out of character for a Neurips party - what was the matter with this kid? And why did he speak like that? We were so naive! ……

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The Patriots’ “Nor’Easter” uniforms that they will be wearing for Thursday Night Football vs. the Jets.

AdamSchefter's tweet image. The Patriots’ “Nor’Easter” uniforms that they will be wearing for Thursday Night Football vs. the Jets.
AdamSchefter's tweet image. The Patriots’ “Nor’Easter” uniforms that they will be wearing for Thursday Night Football vs. the Jets.

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I sometimes get the impression that academia does not want LLMs to work or AGI to be possible. There is exuberance for negative results that are plausibly over-interpreted.

Thrilled that our paper received the only perfect score at NeurIPS this year. Huge thanks to my collaborators and the reviewers. See you in San Diego! limit-of-rlvr.github.io papercopilot.com/statistics/neu… credit to @papercopilot

YangYue_THU's tweet image. Thrilled that our paper received the only perfect score at NeurIPS this year.  

Huge thanks to my collaborators and the reviewers. See you in San Diego!  

limit-of-rlvr.github.io

papercopilot.com/statistics/neu…

credit to @papercopilot


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AI’s next frontier is Spatial Intelligence, a technology that will turn seeing into reasoning, perception into action, and imagination into creation. But what is it? Why does it matter? How do we build it? And how can we use it? Today, I want to share with you my thoughts on…


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CAM LITTLE JUST KICKED THE LONGEST FG IN NFL HISTORY! 68 YARDS!


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The Illustrated NeurIPS 2025: A Visual Map of the AI Frontier New blog post! NeurIPS 2025 papers are out—and it’s a lot to take in. This visualization lets you explore the entire research landscape interactively, with clusters, summaries, and @cohere LLM-generated explanations…


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Was especially curious to ask @karpathy why self-driving cars took a decade+ from stellar demo rides to even somewhat deployed. Andrej led AI at Tesla for 5 years. I really wanted to know whether these frictions should lengthen our AGI timelines, or whether they were…

The @karpathy interview 0:00:00 – AGI is still a decade away 0:30:33 – LLM cognitive deficits 0:40:53 – RL is terrible 0:50:26 – How do humans learn? 1:07:13 – AGI will blend into 2% GDP growth 1:18:24 – ASI 1:33:38 – Evolution of intelligence & culture 1:43:43 - Why self…



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