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The five-layer boundary assurance stack provides a layered architecture approach: from risk grading at the task design layer, to scope contracts and egress enforcement at the execution layer, to cross-run behavior tracking at the monitoring layer, each layer assumes that the other layers may fail and therefore requires independent verification.
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10/13/2026
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