We picked the top 20 models from Artificial Analysis's Terminal-Bench 2.1 leaderboard and ran them on both TB-2.1 and TB-fn. TB-fn is Fidian's variant of Terminal-Bench, built from the same 89 tasks a...

Large language models (LLMs) are increasingly adapted to downstream tasks via reinforcement learning (RL) methods like Group Relative Policy Optimization (GRPO), which often require thousands of rollo...

On where learning should happen.

My thoughts on the broken state of AI conference reviewing: Years ago, when I was in graduate school and a postdoc in Information Theory, I always felt fortunate to be invited to review for IEEE Tran...

Corollary: If you lack bandwidth or expertise to act as the verifier, then you shouldn't sign up to be the senior author of a paper!

Good time to remind ourselves that: If a paper is great, the credit goes to the first author. If a paper has any flaws, the responsibility falls on the last author.