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…
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…
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…
openai has officially fulfilled the prophecy: they caused the exact thing they were founded to prevent - google/deepmind supremacy
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…
I love this lede from NYT's Victor Mather on the death of the penny
We knew this time was coming: An AI-generated song is now the #1 Country Song
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…
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! ……
The Patriots’ “Nor’Easter” uniforms that they will be wearing for Thursday Night Football vs. the Jets.
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
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…
CAM LITTLE JUST KICKED THE LONGEST FG IN NFL HISTORY! 68 YARDS!
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…
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…
ONE KICK ONLY TYLER $500,000 TO YOU & $250,000 TO CHARITY TAKE THE LAP KID YOU MURDERED THAT FOOTBALL TYLER IS AN ABSOLUTE DAWG #CollegeGameDay
TYLER HAS A LOT OF EXPERIENCE ONE KICK FOR $500,000 WE’LL ALSO DONATE $250,000 TO CHARITY #CollegeGameDay
You spend $1B training a model A. Someone on your team leaves and launches their own model API B. You're suspicious. Was B was derived (e.g., fine-tuned) from A? But you only have blackbox access to B... With our paper, you can still tell with strong statistical guarantees…
🔎Did someone steal your language model? We can tell you, as long as you shuffled your training data🔀. All we need is some text from their model! Concretely, suppose Alice trains an open-weight model and Bob uses it to produce text. Can Alice prove Bob used her model?🚨
🚀 DeepSeek-OCR — the new frontier of OCR from @deepseek_ai , exploring optical context compression for LLMs, is running blazingly fast on vLLM ⚡ (~2500 tokens/s on A100-40G) — powered by vllm==0.8.5 for day-0 model support. 🧠 Compresses visual contexts up to 20× while keeping…
We’re announcing a research collaboration with @CFS_energy, one of the world’s leading nuclear fusion companies. Together, we’re helping speed up the development of clean, safe, limitless fusion power with AI. ⚛️
The first fantastic paper on scaling RL with LLMs just dropped. I strongly recommend taking a look and will be sharing more thoughts on the blog soon. The Art of Scaling Reinforcement Learning Compute for LLMs Khatri & Madaan et al.
The term “AGI” is currently a vague, moving goalpost. To ground the discussion, we propose a comprehensive, testable definition of AGI. Using it, we can quantify progress: GPT-4 (2023) was 27% of the way to AGI. GPT-5 (2025) is 58%. Here’s how we define and measure it: 🧵
United States Tren
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