Research preview. Independent expert review is pending. The worked analyses are hypothetical. Method and corrections
AIAIGovSpec
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SafeguardSafeguardsestablished

Incident reporting and post-deployment monitoring

Arrangements that detect failures after release, route reports to someone with authority, and feed what is learned back into the system and the rules.

Source-linked claims

synthesisConfidence: highContestability: low

Governance obligations attach across the lifecycle of AI systems rather than at a single pre-deployment checkpoint.

Our reading: The Convention frames obligations around 'activities within the lifecycle of AI systems'; NIST's functions apply throughout the lifecycle and are cited at source level.

Inspect evidence · 1 passage · passage review pending

Passage summaries are paraphrases, not quotations. Open the source to read the full passage.

Framework Convention on Artificial Intelligence and Human Rights, Democracy and the Rule of Law (CETS No. 225) (opens in a new tab)

Overview page — introduction; 'What does the Framework Convention require states to do?': fundamental principles; remedies, procedural rights and safeguards

The Council of Europe describes the Convention as the first international legally binding treaty in the field, opened for signature on 5 September 2024, covering activities within the lifecycle of AI systems. It lists principles including transparency and oversight and accountability and responsibility, and says parties must ensure documentation sufficient for affected people to challenge decisions and the use of a system, with an effective possibility to complain to competent authorities.

Scope note: The Council of Europe overview page was reviewed, not the treaty text itself. The Convention binds only parties for which it has entered into force, and is largely framed as obligations on states to adopt measures. Signature and ratification status changes; verify before relying on it. The treaty text itself (CETS 225) was opened on 19 October 2026 for the definitions comparison.

Passage checked 2026-09-06 · coe-principles-remedies

Artificial Intelligence Risk Management Framework (AI RMF 1.0) (opens in a new tab)

Source-level attribution only. A precise supporting passage has not yet been recorded.

synthesisConfidence: highContestability: low

AI risk management is an ongoing organizational practice across the system lifecycle, not a one-time approval gate.

Inspect evidence · source links · passage review pending

Passage summaries are paraphrases, not quotations. Open the source to read the full passage.

Artificial Intelligence Risk Management Framework (AI RMF 1.0) (opens in a new tab)

Source-level attribution only. A precise supporting passage has not yet been recorded. Existing locator: NIST AI RMF core; OECD accountability principle.

OECD AI Principles (opens in a new tab)

Source-level attribution only. A precise supporting passage has not yet been recorded. Existing locator: NIST AI RMF core; OECD accountability principle.

Appears in worked analyses

Provenance

  1. Artificial Intelligence Risk Management Framework (AI RMF 1.0)

    National Institute of Standards and Technology · framework · published 2023-01-26 · 1.0

    nist-ai-rmf-1 · Last checked 2026-09-04 · claims and passages

  2. Framework Convention on Artificial Intelligence and Human Rights, Democracy and the Rule of Law (CETS No. 225)

    Council of Europe · treaty · published 2024-09-05 · Opened for signature 5 September 2024

    The Council of Europe overview page was reviewed, not the treaty text itself. The Convention binds only parties for which it has entered into force, and is largely framed as obligations on states to adopt measures. Signature and ratification status changes; verify before relying on it. The treaty text itself (CETS 225) was opened on 19 October 2026 for the definitions comparison.

    coe-framework-convention · Last checked 2026-09-06 · claims and passages

  3. OECD AI Principles

    Organisation for Economic Co-operation and Development · recommendation · published 2019-05-22 · 2024 update

    oecd-ai-principles · Last checked 2026-09-04 · claims and passages

  4. Regulation (EU) 2024/1689 — Artificial Intelligence Act

    European Union · law · published 2024-07-12 · Official Journal text

    Original 2024 enactment, not a consolidated current-law or applicability check. Records discuss its text, not whether a provision applies to a particular situation today.

    eu-ai-act · Last checked 2026-09-04 · claims and passages