From Concept Alignment to Causal Grounding: An Intervention Test of Chain-of-Thought Faithfulness

Qianli Wang, Yilong Wang, Dennis Wei +5

Chain-of-thought (CoT) can sound plausible yet be unfaithful to the model's underlying reasoning. Most prior work probes CoT faithfulness through input--output behavior or input at…