# AgentPolicyForge: From Executable Environments to Policy Benchmarks and Adaptive Guards

> 全文为英语

**Published:** 2026年10月22日
**Author:** Chao Shang, Wanyu Du, Yi Zhang, Sandesh Swamy
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/zh/articles/agentpolicyforge-from-executable-environments-to-policy-benchmarks-and-a

arXiv:2610.28989v1 Announce Type: new Abstract: Customized agent deployments define policies over tools, resources, and execution conditions. Providing these policies in the task agent's prompt does not reliably prevent violations. Training a guard requires examples of tool…

> 内容来自原始来源： **arXiv — cs.AI**
> [在 arXiv — cs.AI 阅读全文](https://arxiv.org/abs/2610.28989)

**标签：** #arXiv

---

*AI Qazaqstan — non-commercial informational portal about AI in Kazakhstan. Machine translations and summaries are AI-generated.*