PROACT-Agent: Progressive Runtime Oversight and Active Circuit-breaking for Real-Time Safety

Ding Jia, Wei Liu, Xianglong Du +5

The transition from Large Language Models (LLMs) to agents shifts safety stakes from toxic text to irreversible environmental harm. While current defenses remain largely retrospect…