AI RESEARCH
FOR-Prompting: From Objection to Revision via an Asymmetric Prompting Protocol
arXiv CS.CL
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ArXi:2510.01674v2 Announce Type: replace Reasoning protocols such as Chain of Thought (CoT) and Tree of Thought (ToT) organize internal deliberation but lack an explicit mechanism for external questioning that elicits self-revision. We present FOR-Prompting (From Objection to Revision Prompting), an asymmetric protocol where a Defender proposes an answer, an Debater (Questioner) raises question-style objections with no direct fixes, and a Host optionally synthesizes the final output.