The operational question
In this illustrative research scenario, a evaluation lead uses AI to compare behavior under a defined test. The workflow draws on scenario envelopes and recorded model responses. Its central risk is an aggregate score concealing a mission-critical error class. The design question is how to publish an evaluation finding for the authorized review audience while preserving the conditions covered by the evaluation. 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. Scenario design should examine both directions: harmless requests that resemble a violation and violations expressed indirectly.
Authority.