UNESCO Recommendation on the Ethics of AI: every control, and what you already have

38 controls 105 frameworks share controls with it International verified against its source document

Every control below is one this framework asks for. The right hand column counts how many other frameworks in our corpus carry the same control, which is the difference between doing this work once and doing it again for the next standard.

There is no implementation kit for this framework yet. The control list and the overlap above are free and complete.

What you already have

Frameworks whose controls overlap this one, most first. If you run any of them, the count is roughly what you have already evidenced.

If you run	Shared controls
ISO/IEC 23894:2023	6	measure it →
WHO Global Strategy on Digital Health 2020-2025	5	measure it →
ISO 26000:2010	5	measure it →
AICPA Privacy Management Framework (PMF)	4	measure it →
Bahrain PDPL	4	measure it →
Saudi Arabia PDPL	4	measure it →
Switzerland New Federal Act on Data Protection (nFADP/nDSG, 2023)	4	measure it →
RICS Professional Standards	4	measure it →
Singapore AI Governance Framework	4	measure it →
ISO 20400:2017	4	measure it →
SASB Standards	4	measure it →
South Korea Korea Internet Self-Governance Organisation (KISO) Code of Ethics	4	measure it →

Every control

Code	Control	Also in
`UNESCO-AI-PA1`	Ethical Impact Assessment	63
`UNESCO-AI-PA10`	Economy and Labour	0
`UNESCO-AI-PA11`	Health and Social Well-Being	7
`UNESCO-AI-PA2`	Ethical Governance and Stewardship	0
`UNESCO-AI-PA3`	Data Policy	14
`UNESCO-AI-PA4`	Development and International Cooperation	0
`UNESCO-AI-PA5`	Environment and Ecosystems	8
`UNESCO-AI-PA6`	Gender	0
`UNESCO-AI-PA7`	Culture	0
`UNESCO-AI-PA8`	Education and Research	7
`UNESCO-AI-PA9`	Communication and Information	1
`UNESCO-AI-V1`	Human Rights and Human Dignity	10
`UNESCO-AI-V2`	Living in Peaceful, Just and Interconnected Societies	0
`UNESCO-AI-V3`	Ensuring Diversity and Inclusiveness	0
`UNESCO-AI-V4`	Environment and Ecosystem Flourishing	8
`UNESCO-IMPL-READINESS`	Implementation: Readiness Assessment Methodology	0
`UNESCO-PA-DATA`	Policy area: data policy	0
`UNESCO-PA-ENV`	Policy area: environment and ecosystems	0
`UNESCO-PA-GENDER`	Policy area: gender	0
`UNESCO-PA-IMPACT`	Policy area: ethical impact assessment	0
`UNESCO-PR-AWARENESS`	Awareness and literacy	0
`UNESCO-PR-FAIRNESS`	Fairness and non-discrimination	0
`UNESCO-PR-MULTI`	Multi-stakeholder and adaptive governance	0
`UNESCO-PR-OVERSIGHT`	Human oversight and determination	0
`UNESCO-PR-PRIVACY`	Right to privacy and data protection	0
`UNESCO-PR-PROPORTION`	Proportionality and do no harm	0
`UNESCO-PR-RESP`	Responsibility and accountability	0
`UNESCO-PR-SAFETY`	Safety and security	0
`UNESCO-PR-SUSTAIN`	Sustainability	0
`UNESCO-PR-TRANSP`	Transparency and explainability	0
`UNESCO-VAL-DIGNITY`	Respect for human rights and human dignity	0
`UNESCO-VAL-DIVERSE`	Ensuring diversity and inclusiveness	0
`UNESCO-VAL-ENV`	Flourishing of environment and ecosystems	0
`UNESCO-VAL-PEACE`	Living in peaceful, just and interconnected societies	0
`UNESCOAI-1`	Principles 1-3: Proportionality, Safety, Fairness	73
`UNESCOAI-2`	Principles 4-7: Sustainability, Privacy, Human Oversight, Transparency	45
`UNESCOAI-3`	Principles 8-10: Accountability, Awareness, Governance	9
`UNESCOAI-4`	Policy Action Areas (Ethical Impact, Research, Data, etc.)	0

Tell me when UNESCO Recommendation on the Ethics of AI files something new

One email when a public company newly discloses something this framework governs, naming the company and what our corpus says it puts in scope. Nothing else, and one click to stop.

What this page is

A control-level reference for UNESCO Recommendation on the Ethics of AI, drawn from our framework corpus. Control codes and titles are references to the standard, not reproductions of it. The overlap counts and the auditor artefacts are our own work and are the part you will not find elsewhere.

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