BayesBench

A developer deployed a coding agent that scored 94% on an industry benchmark but failed in production on the first real edge case because the benchmark measured single-turn success while actual work r…

Researchers introduced BayesBench, a suite of simulation environments to evaluate how large language models update beliefs under multi-turn evidence accumulation. Testing seven LLMs from 3B to 70B par…