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Kyo-Nam Choo

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#natural language process... Preprint Oct 2026

Structured but Silent: Probing Capability Requirements in LLM Hidden States

Reliable tool use requires more than triggering a mechanism or matching a query to an API description. Before selecting a specific tool, an agent must first infer the capability requirements implied by the user query. In this paper, we investigate whether these query-side capability requirements are linearly decodable...

Kyo-Nam Choo, Mi-Ra Song, Yun-Ju Kang et al. · 0 citations

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