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

arXiv:2609.23065v3 Announce Type: replace-cross Abstract: 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 attributions, leaving in