Author

Dikshant Aryal

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2026

Two Regimes of Chain-of-Thought Unfaithfulness: Behavioral Detection Fails Where Models Are Wrong

A Au-diting black-box (behavioral) detection of un-faithful CoT against FaithCoT-Bench’s human annotations, and independently verify and resolve a documentation–data mismatch in the bench-mark’s label semantics.

Suramya R. Angdembay, Dikshant Aryal, Nick Rahimi · arXiv.org · 0 citations

Preprint Jul 2026

Two Regimes of Chain-of-Thought Unfaithfulness: Metric-Based Detection Fails Where Models Are Wrong

Auditing black-box (behavioral) detection of unfaithful CoT against FaithCoT-Bench's human annotations, the authors find answer correctness structures the problem at every level.

Suramya R. Angdembay, Dikshant Aryal, Nick Rahimi · 0 citations