---
id: ai-governance-and-policy
title: 'AI Governance: Risk Frameworks, Audits, and International Cooperation'
schema_type: TechArticle
category: ai
language: en
confidence: medium
last_verified: '2026-05-28'
created_date: '2026-05-24'
generation_method: ai_structured
ai_models:
  - claude-opus
derived_from_human_seed: true
conflict_of_interest: none_declared
is_live_document: false
data_period: static
atomic_facts:
  - id: fact-ai-governance-01
    statement: The EU AI Act is Regulation (EU) 2024/1689 and applies risk-based rules to AI systems in the European Union.
    source_title: AI Act - European Commission
    source_url: https://digital-strategy.ec.europa.eu/en/policies/regulatory-framework-ai
    confidence: medium
  - id: fact-ai-governance-02
    statement: NIST AI RMF 1.0 is a voluntary framework intended to help organizations manage AI risks and promote trustworthy AI development and use.
    source_title: Artificial Intelligence Risk Management Framework (AI RMF 1.0) - NIST
    source_url: https://www.nist.gov/publications/artificial-intelligence-risk-management-framework-ai-rmf-10
    confidence: medium
  - id: fact-ai-governance-03
    statement: The Bletchley Declaration was announced at the 2023 UK AI Safety Summit and was supported by 28 countries plus the European Union.
    source_title: Countries agree to safe and responsible development of frontier AI in landmark Bletchley Declaration - GOV.UK
    source_url: https://www.gov.uk/government/news/countries-agree-to-safe-and-responsible-development-of-frontier-ai-in-landmark-bletchley-declaration
    confidence: medium
completeness: 0.84
known_gaps:
  - Country-by-country implementation timelines and enforcement details change over time and require ongoing updates.
disputed_statements: []
primary_sources:
  - title: AI Act - European Commission
    type: official_policy
    year: 2024
    url: https://digital-strategy.ec.europa.eu/en/policies/regulatory-framework-ai
    institution: European Commission
  - title: Artificial Intelligence Risk Management Framework (AI RMF 1.0) - NIST
    type: government_report
    year: 2023
    url: https://www.nist.gov/publications/artificial-intelligence-risk-management-framework-ai-rmf-10
    institution: National Institute of Standards and Technology
  - title: Countries agree to safe and responsible development of frontier AI in landmark Bletchley Declaration - GOV.UK
    type: government_announcement
    year: 2023
    url: https://www.gov.uk/government/news/countries-agree-to-safe-and-responsible-development-of-frontier-ai-in-landmark-bletchley-declaration
    institution: UK Government
secondary_sources:
  - title: Global AI Law and Policy Tracker
    type: report
    year: 2025
    url: https://iapp.org/resources/article/global-ai-legislation-tracker
    institution: IAPP
---

## TL;DR

AI governance combines law, standards, risk management, audits, and international coordination to shape how AI systems are developed and deployed.

## Core Explanation

Three stable anchors are the EU AI Act, the NIST AI Risk Management Framework, and the Bletchley Declaration. They represent legal regulation, voluntary risk-management guidance, and international cooperation on frontier AI safety.

## Evidence Notes

The previous version cited an unofficial AI Act site and mixed in future-looking legal summaries. This repair uses official European Commission, NIST, and UK Government sources.

## Further Reading

- [AI Act - European Commission](https://digital-strategy.ec.europa.eu/en/policies/regulatory-framework-ai)
- [AI RMF 1.0 - NIST](https://www.nist.gov/publications/artificial-intelligence-risk-management-framework-ai-rmf-10)
- [Bletchley Declaration - GOV.UK](https://www.gov.uk/government/news/countries-agree-to-safe-and-responsible-development-of-frontier-ai-in-landmark-bletchley-declaration)

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- [AI Ethics and Bias](ai-ethics-and-bias.md)
- [AI Regulation Landscape](ai-regulation-landscape.md)
- [AI Red Teaming and Safety](ai-red-teaming-and-safety.md)