Jing-Lu Meng

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

Tool-using large language model (LLM) agents increasingly perform state-changing actions that require user authorization. Yet existing approaches do not provide a principled mechanism for selectively updating prior authorization when only part of an instruction changes. To this end, we propose an Authorization-Closure-...