Reason Less, Verify More: Deterministic Gates Recover a Silent Policy-Violation Failure Mode in Tool-Using LLM Agents

Researchers identify a failure mode where LLM agents successfully complete tasks while violating safety policies, and propose deterministic gates as a mitigation strategy.

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