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Author

Dino Sejdinovic

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Preprint Nov 2026

Does the Judge See What the Evaluation Requires? Input Assurance for LLM Agent Evaluation

An LLM judge assesses agent steps from text packets. A renderer converts recorded runs into these packets, while software checkers test records and packets against requirements. We ask what evidence shows a packet is what the evaluation requires and propose four input-assurance obligations: required content survives re...

Bo-Ming Xia, Qing-Hua Lu, Run-Ze Li et al. · 0 citations

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