BayesBench: Evaluating LLM Belief Trajectories Under Multi-Turn Evidence Accumulation

Ankur Samanta, Akshayaa Magesh, Tal Lancewicki +7

Large language models (LLMs) are typically deployed in multi-turn conversations, where each turn provides new evidence that should reduce epistemic uncertainty about their environm…