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arXiv — cs.AI

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Reproducible Evaluation as the Substrate for Safe Prompt Compression in Production Agents

arXiv:2610.31972v1 Announce Type: new Abstract: Evaluating conversational agents that act on live, mutable enterprise data is hard: replayed sessions drift as backend state changes, and a benchmark built today can silently go stale as the data it describes moves on. We present…

arXiv — cs.AIBy: Prabal Vashisht, Zheng Hu, Ying YangOctober 26, 2026 (12 hours ago)
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  • arXiv:2610.31972v1 Announce Type: new Abstract: Evaluating conversational agents that act on live, mutable enterprise data is hard: replayed sessions drift as backend state changes, and a benchmark built today can silently go stale as the data it describes moves on
  • We present…
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Reproducible Evaluation as the Substrate for Safe Prompt Compression in Production Agents

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