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

**Published:** October 26, 2026
**Author:** Prabal Vashisht, Zheng Hu, Ying Yang
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/reproducible-evaluation-as-the-substrate-for-safe-prompt-compression-in

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…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2610.31972)

**Tags:** #arXiv

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