Deny Without Disabling: Authorization-Paired Evaluation and Control for Multi-Agent Systems

This paper introduces a framework called FlowReview for authorization-paired evaluation in multi-agent systems, which aims to ensure safe collaboration by blocking prohibited uses while enabling authorized ones. The authors conducted experiments that showed a significant reduction in denied-commit rates without sacrificing authorized supply.

RSS Score 0 10/2/2026, 4:00:00 AM Original Source
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