An incident process detects harm, stops or limits execution, preserves evidence, notifies responsible parties, repairs effects, and updates graph controls. Model-output deletion alone is not remediation.

Agent Incidents Need Containment and Learning

An assurance case structures a safety or reliability claim, its argument, supporting evidence, assumptions, and defeaters. It makes residual uncertainty reviewable instead of hiding it behind a score.

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