Causal Chain of Thought: Mitigating Attention Leakage via Context Isolation.

arXiv:2610.31639v1 Announce Type: cross Abstract: Chain-of-thought (CoT) prompting elicits step-by-step rationales that appear to explain model predictions, but there is no guarantee these steps causally drive the final answer. In standard autoregressive gener