Nick Byrd, Ph.D.

How well can #AI judge reasoning quality?

Rewriting agents' chain-of-thought "style" to *appear* more reflective (without changing action or inference) increased an #LLM judge's false positive rate (by 3% absolute or 18% relative).

https://doi.org/10.48550/arXiv.2601.14691

#philMind #compSci

Mar 13 at 11:40amWeb
Show threadGerman VidalMar 13

@ByrdNick Quite interesting, thanks for sharing! In the end, they're still just simulating that they reason... By the way, this monthly blog is focused on LLM evaluation —you might find it interesting.

https://aievaluation.substack.com/

The AI Evaluation Substack | Substack

A monthly digest of the latest developments, research trends and key initiatives in the realm of AI evaluation. Click to read The AI Evaluation Substack, a Substack publication with thousands of subscribers.

Show threadNick Byrd, Ph.D.Mar 13
Thanks for sharing, @the_heruman