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When Reasoning Traces Conflict with Evidence: How Answer Configuration Shapes Evidence Following

A reasoning trace retained at answer time plays two roles: it can raise accuracy, and it can compete with the current evidence when the two disagree. We disentangle these roles by crossing verified evidence versions with the traces generated from each and answering from the same traces and evidence…

By Shaoang Li, Yanhang Shi, Jian LiarXiv - cs.AI

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Originally published by arXiv - cs.AI on Oct 16, 2026.

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