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AdaGuard: An Adaptive Guard Model with User-defined Policies

Hugging Face Daily Papers ↗ · 2026-09-28 Cached

AdaGuard introduces a family of guard models (0.6B, 4B, 8B) that assess language model agent trajectories under user-defined policies, using a new dataset and reinforcement learning algorithm for adaptive safety.

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#guard-model

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

arXiv cs.AI ↗ · 2026-07-16 Cached

Safety Sentry introduces a context-aware three-way routing mechanism (Execute, Ask, Refuse) for human intervention in LLM agent tool calls, outperforming existing binary guard models while controlling error rates.

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