Hidden Error Awareness in Chain-of-Thought Reasoning: The Signal Is Diagnostic, Not Causal. - Aojie Yuan; Zhiyuan Julian Su; Haiyue Zhang; Yi Nian; Yue Zhao (CoRR, 2026)