How LLM Beliefs Change During Chain-of-Thought Reasoning
Interrupts chain-of-thought reasoning in LLaMA and GPT-4.1 to track how answer beliefs shift, finding noisy, non-monotonic trajectories and proposing belief tracking as a way to detect unfaithful reasoning.