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arXiv — cs.AI

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

arXiv:2610.20805v1 Announce Type: new 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 versions with the traces…

arXiv — cs.AIBy: Shaoang Li, Yanhang Shi, Jian LiOctober 16, 2026 (4 days ago)
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  • arXiv:2610.20805v1 Announce Type: new 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 versions with the traces…
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When Reasoning Traces Conflict with Evidence: How Answer Configuration Shapes Evidence Following

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