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arXiv — cs.AI

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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…

arXiv — cs.AIBy: Jiameng Zhang, Hongqiu WuOctober 2, 2026 (Oct 2)
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AI Summary & Key Takeaways

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

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