UNESCO · Governance guidance

UNESCO AI Ethics Recommendation

The Recommendation gives Member States and AI actors a global ethics framework covering human rights, impact assessment, data governance, the environment, gender, education, labour and public governance.

Current status
International recommendation under Member State implementation
Published or updated
23 November 2021
Last verified
19 August 2026

Prepared by Longan Bay Area AI Legal Research Center based on official public materials.

01

Scope of application & addressees

  • UNESCO Member States
  • Public and private organisations across the AI lifecycle
  • Teams developing AI ethics, impact-assessment and governance programmes

02

Core regulatory mandates & key requirements

01Human rights, dignity, environmental and ecosystem well-being, diversity and inclusion form the value base.

02The framework promotes ethical impact assessment, oversight, audit, transparency, responsibility and remedy.

03Policy actions cover data, education, research, culture, labour, health and social well-being.

03

Enforcement & compliance timeline

The UNESCO General Conference adopted the Recommendation.

Primary text

Statutory & regulatory text

Related research

Related precedents & legal services

Service

AI & Data Compliance

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Service

Model & Platform Governance

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