In synthetic delegation workflows, identical final violation rates hide different mechanisms: prompts prevent prohibited attempts, provenance-aware guards block and recover, and a local policy guard fails when transformations rewrite visible policy.
Rodriguez-Aguilar, and Carles Sierra
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Multi-Agent AI Safety as an Institutional Design Problem
In synthetic delegation workflows, identical final violation rates hide different mechanisms: prompts prevent prohibited attempts, provenance-aware guards block and recover, and a local policy guard fails when transformations rewrite visible policy.