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AgentBoundary: Counterfactual Evaluation of Safety in Tool-Using LLM Agents

Yang, Tianzhuo et al.
arXiv (All) · Papers
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Safety alignment for large language models (LLMs) in conversational settings is largely framed around whether to answer or refuse a request. In agentic settings, however, the same models must decide whether to act as permission-critical evidence emerges during execution. This creates a distinct chal
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