# NAQD Env: A benchmark for selective withdrawal in language agents

> 全文为英语

**Published:** 2026年10月1日
**Author:** Mohamed Abouzahra
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/zh/articles/naqd-env-a-benchmark-for-selective-withdrawal-in-language-agents

Language agents must revise planned actions when evidence changes, permission is revoked, or a stop instruction arrives. A useful response is selective: suspend affected actions, preserve unaffected work, and resume only after sufficient repair. We introduce NAQD-Env, a…

> 内容来自原始来源： **arXiv — cs.AI**
> [在 arXiv — cs.AI 阅读全文](https://arxiv.org/abs/2609.38460)

**标签：** #arXiv

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