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llm
After Navier-Stokes, he stays bearish: LLMs are brittle, need costly specs/review, and fit only narrow autonomous niches.
llm
This is a blog post for my recent paper on RL post-training of LLMs: introducing the Matthew Effect and proposing to solve it with Never Give Up. It is presented interactively and less formally, more like how I give the talk. For a deeper, more technical dive, check out the paper on arxiv and code on github. What is your eval actually measuring? # Every good RL practitioner has no doubt seen an eval curve go up. Here is the AIME 2025 eval during our RL training of Olmo 3.1 RL-Zero Math(1) (1)see Olmo 3.1 blog post and arxiv
tesla
NHTSA issued a Special Order demanding Tesla prove under oath that its steering-wheel-less Cybercab meets federal safety standards, with $139M at stake.
llm
Two accuracy numbers under the same MMLU label, taken apart by variable — split, runner, prompt format, grader, network access — and what a verifier outputs once each one is written into the frame.
PixelPDF
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RECENT ARTICLES
GoFullPage makes it easy to capture an entire webpage. PageSaver is an alternative worth considering when you also want clean reading copies, Markdown exports, Firefox support, or tools for working with the PDF after you save it.We build PageSaver, PixelPDF, and PageSaver PDF for…
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First, I would like to congratulate the Top 10 teams who successfully advanced to the final stage of CISS 2026! And a big thanks to SUTD-iTrust for organizing another great cybersecurity competition and providing an exciting platform for participants to test their skills in both …
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In this CTF write-up article, I will walk through two IT-OT hybrid challenges of Maritime OT Cyber Platform I submitted for Stage 1 of Critical Infrastructure Security Showdown (CISS) 2026 : “Looking for the Clue of the Black Pearl”. The two challenges are :M1 : …
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