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

arXiv:2610.20805v2 Announce Type: replace Abstract: 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 v