SafeCommit introduces a calibrated plausible-world certificate gate that releases a side-effectful agent action only when it is safe in every retained world, bounding unsafe commits at a user-chosen risk level alpha.
Agentguardian: Learning access control policies to govern AI agent behavior.CoRR, abs/2601.10440, 2026
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SafeCommit: Certifying When Memory-Grounded Agents May Safely Act
SafeCommit introduces a calibrated plausible-world certificate gate that releases a side-effectful agent action only when it is safe in every retained world, bounding unsafe commits at a user-chosen risk level alpha.