Research preview. Independent expert review is pending. The worked analyses are hypothetical. Method and corrections
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Risk management process

A repeatable process for governing, mapping, measuring, prioritizing, and responding to risks over time.

Inspect in field modelAbout this object

Source-linked claims

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.

synthesisConfidence: mediumContestability: low

ISO/IEC 42001 turns AI governance into an auditable organizational management system, which acts on internal institutions rather than on what any one model does.

Our reading: The scope is from ISO’s description; the contrast with model-level controls is editorial.

Inspect evidence · 1 passage

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

ISO/IEC 42001:2023 Information technology — Artificial intelligence — Management system (opens in a new tab)

“What is ISO/IEC 42001?”, first paragraph

The standard specifies requirements for an organization to establish, implement, maintain and continually improve a management system for AI.

Scope note: The standard itself is paid; this record relies on the publisher’s public description.

Passage checked 2026-10-09 · iso-42001-scope

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. 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

  3. ISO/IEC 42001:2023 Information technology — Artificial intelligence — Management system

    ISO and IEC (JTC 1/SC 42) · standard · published 2023-12-18 · Edition 1

    The standard itself is paid; this record relies on the publisher’s public description.

    iso-iec-42001 · Last checked 2026-10-09 · claims and passages