arXiv paper proposes EXECUTE-ASK-REFUSE routing for context-aware human intervention in LLM agents; addresses limitations of binary action safety labeling
Read the original at arxiv.org→arXiv:2607.13594v1 Announce Type: new Abstract: LLM agents act on real-world environments through tool calls, and a single misjudged action can cause irreversible harm. The standard safeguard is a guard model that...
Original headline: "SAFETY SENTRY: Context-Aware Human Intervention via EXECUTE-ASK-REFUSE Routing"