What Do Rationales Communicate? A Message-Intervention Study in Role-Specialized QA

Role-specialized QA pipelines increasingly pass rationales from a reasoner to a verifier, but it is unclear what this message actually buys: better answers, stronger support assessment, or a new failure surface. We introduce a message-intervention diagnostic that fixes the…

Jiameng Zhang, Hongqiu Wu·arXiv — cs.AI

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01.Role-specialized QA pipelines increasingly pass rationales from a reasoner to a verifier, but it is unclear what this message actually buys: better answers, stronger support assessment, or a new failure surface
02.We introduce a message-intervention diagnostic that fixes the…

This material is provided as an extended analytical summary.

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