PROBE: Learning to Audit Policy Compliance in Tool-Using LLM Agents
Modern agentic systems extend language models with external tools, enabling them to complete complex tasks through multi-turn interactions. As these agents are deployed in consequential settings, they are often constrained by policies governing pricing, privacy, confirmation, safety, and other requirements. However, ex...
Kshitij Mishra, Abhijith Sharma, Nils Lukas et al.
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