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Deny Without Disabling: Authorization-Paired Evaluation and Control for Multi-Agent Systems
Multi-agent systems derive their capabilities from sharing evidence, delegating tasks, and combining information across agents. The same process creates a safety problem: contributions that are admissible in isolation can jointly enable a prohibited use. Blocking every sensitive action avoids disclo
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