AI RESEARCH
PolicyBank: Evolving Policy Understanding for LLM Agents
arXiv CS.AI
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ArXi:2604.15505v1 Announce Type: cross LLM agents operating under organizational policies must comply with authorization constraints typically specified in natural language. In practice, such specifications inevitably contain ambiguities and logical or semantic gaps that cause the agent's behavior to systematically diverge from the true requirements.