Authorization Closure Graph: Minimal Repair for LLM Agents with Evolving User Instructions

Qingzhuo Wang, CaiYi Wang, Jinglu Meng +4

Tool-using large language model (LLM) agents increasingly perform state-changing actions that require user authorization. Yet existing approaches do not provide a principled mechan…