AI Research
NEXUS: Structured Runtime Safety for Tool-Using LLM Agents
Tool-using LLM agents increasingly execute high-impact actions, making runtime safety monitoring essential. We present NEXUS (Neural EXecution Utility and Safety), a structured-plan safety monitor that applies a formal intervention policy to select among four actions: allow, bloc...
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ArXiv CS.AI
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ArXiv CS.AI
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As LLM agents take on more critical tasks involving real-world actions, robust runtime safety mechanisms are paramount to prevent unintended consequences. NEXUS introduces a structured and graded approach to safety monitoring, enabling more nuanced and effective interventions than simple rule-based systems.
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