AI Agent 论文播报·2026-05-22

这是 AI Agent 论文播报 在 2026-05-22 的论文播报。本期内容由 AI 自动生成，欢迎留言交流。

本期重点

• Adapting the Interface, Not the Model: Runtime Harness Adaptation for Deterministic LLM Agents
• Ratchet: A Minimal Hygiene Recipe for Self-Evolving LLM Agents
• Blind Spots in the Guard: How Domain-Camouflaged Injection Attacks Evade Detection in Multi-Agent LLM Systems

['今天的关键词是 harness：改接口、治理技能库、压测多轮安全']