SafeCoEvo: Co-Evolving Safety Harnesses and Guards for LLM Agents at Test-Time

Yu Cheng, Yongkang Hu, Shuaijie Ma +12

LLM agents deployed in real-world environments continually encounter new tasks and safety risks, while execution feedback typically becomes available only after each task is comple…