The operational question
In this illustrative missionsafe scenario, a evaluation lead uses AI to compare model and policy results. The workflow draws on versioned scenarios and labeled failure evidence. Its central risk is an aggregate score concealing a consequential miss. The design question is how to publish an assurance assessment for the designated review group while preserving the limits of the evaluated scenario population. This is a proposed evaluation scenario, not a report of an Archetypal customer deployment or a demonstrated operational outcome.
Translate policy into a decision
A useful rule preserves the meaning of its authority while making the next action clear. Identify the source authority, the condition that activates the rule, the facts needed to evaluate that condition, and the permitted dispositions. Separate requirements from guidance and ordinary cases from exceptions. Keep ambiguous interpretations available for review rather than hiding them inside an implementation. A rule should describe more than a prohibited phrase. The same words can have different meanings in different contexts, and the same prohibited act can be described without the expected words. Scenario design should examine both directions: harmless requests that resemble a violation and violations expressed indirectly.
Put the control in the workflow
Place this review immediately before the team can publish an assurance assessment. The evaluation lead should see the proposed result beside the relevant parts of versioned scenarios and labeled failure evidence. Identify which statement is supported by a source, which is an interpretation, and which remains unresolved.
What a result would establish
Report the scope with the finding.
Authority.