Governance · Concept
Silent Updates: Post-Deployment Disclosure Gap
Documents that providers can change served models without verifiable chain-of-custody to system-card evaluations.
Scorecard pressure may force version attestation norms in frontier APIs.
Connections
Connections · 9
How this node ties into the rest of the map, and the evidence behind each link.
Silent Updates paper appears in the harvested arXiv AI safety item set.
+4 growthPost-deployment custody gaps are directly relevant to OECD accountability and incident-tracking agendas.
+4 growthBoth stress post-training deployment controls and verifiable linkage between evaluated and served agent/model behavior.
+4 growthOutput watermarking is one provenance tool, but does not by itself prove which model version was served post-deployment.
+4 growthBoth target verifiable authorization/custody: ARF for action authority, silent-updates work for served-model identity.
+3 growthSilent post-deployment model changes undermine the external verifiability required for accountable agentic decisions.
+3 growthFinTech agent governance needs provider-exposed inference controls and reproducibility that silent updates currently deny external verifiers.
+3 growthBoth identify missing external verifiability between claimed evaluated systems and systems that actually act.
+3 growthMissing post-deployment chain-of-custody worsens the verifiability gap for high-stakes agentic financial decisions.
+3 growthSignal sources
Signal sources
Dated facts from primary sources in this direction.
EU AI Act obligations for general-purpose AI models applied from 2 Aug 2025; high-risk obligations under Annex III apply from 2 Aug 2026.
EU AI Act — implementation tracker →The Council of Europe Framework Convention on AI — the first legally binding international AI treaty — opened for signature in Sep 2024; the EU ratified it on 15 May 2026.
Council of Europe →On 26 Aug 2025 the UN General Assembly created an Independent International Scientific Panel on AI (40 experts) and a Global Dialogue on AI Governance.
United Nations →