Debate-to-Skill: Capability-Bound Process Supervision for Industrial Query-to-Agent Annotation
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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} and instantiate it w…
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- 2026-09-12 04:00 · arXiv cs.AI
Debate-to-Skill: Capability-Bound Process Supervision for Industrial Query-to-Agent Annotation