Chain-of-thought faithfulness

The degree to which a model's verbalized reasoning trace genuinely reflects the computation that produced its answer, versus a post-hoc rationalization.

grounded in: HN trend theme demanding to 'understand how models reason', applied to this system's reliance on chain-of-thought/reflexion reasoning in its self-improve and idea-engine loops.

Connected concepts

Chain-of-Thought, Self-Consistency, Reflexion, Verification loops, Reward hacking