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arXiv — cs.AI

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Debate-to-Skill: Capability-Bound Process Supervision for Industrial Query-to-Agent Annotation

arXiv:2609.11176v1 Announce Type: new Abstract: Industrial query-to-agent matching fails when topical relevance is mistaken for executable capability, especially on long-tail and boundary-sensitive requests. We formulate annotation as \emph{capability-bound process supervision}…

arXiv — cs.AIBy: Shiyu Zhang, Leisheng Cheng, Huifu LiSeptember 12, 2026 (Sep 12)
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  • arXiv:2609.11176v1 Announce Type: new Abstract: Industrial query-to-agent matching fails when topical relevance is mistaken for executable capability, especially on long-tail and boundary-sensitive requests
  • We formulate annotation as \emph{capability-bound process supervision}…
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Debate-to-Skill: Capability-Bound Process Supervision for Industrial Query-to-Agent Annotation

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