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

arXiv:2609.33658v1 Announce Type: new Abstract: 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 ac