SAFETY SENTRY: Context-Aware Human Intervention via EXECUTE-ASK-REFUSE Routing.

arXiv:2607.13594v2 Announce Type: replace 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 labels each proposed action as safe or uns