Resources/Collections/Policy Frameworks

Policy Frameworks

Official policy documents, regulatory frameworks, and international standards from governments and international organisations.

15
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Why This Collection Matters

15 Carefully Selected Resources

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Sorted by year and impact

The White House2025

America's AI Action Plan

Policy Framework

Sets forth clear policy goals for federal government AI execution across innovation, infrastructure, and international cooperation pillars.

GovernanceRiskSafety
Best for: Public Sector, Enterprise, Researcher
AI Governance Alliance (World Economic Forum)2023

AI Governance Alliance (World Economic Forum)

Policy Framework

A flagship WEF initiative with 350+ members promoting responsible AI development through working groups on safety, applications, and governance.

Governance
Best for: Public Sector, Enterprise, Researcher
International Association for Safe & Ethical AI (IASEAI)2023

International Association for Safe & Ethical AI (IASEAI)

Policy Framework

An independent nonprofit connecting experts across sectors to promote research and policy for safe and ethical AI systems.

FairnessTransparency
Best for: Enterprise, Researcher
Fairness, Accountability, and Transparency in Machine Learning2023

Fairness, Accountability, and Transparency in Machine Learning

Policy Framework

A community-driven initiative promoting fairness, accountability, and transparency in machine learning systems through research and advocacy.

FairnessTransparency
Best for: Enterprise, Researcher
Montreal AI Ethics Institute2023

Montreal AI Ethics Institute

Policy Framework

A nonprofit institute providing practical tools and frameworks for organizations to implement ethical AI practices and ensure compliance.

Governance
Best for: Enterprise, Researcher
World Economic Forum2023

World Economic Forum

Policy Framework

Developed by the World Economic Forum's AI Governance Alliance, this framework addresses safe systems, responsible applications, and resilient governance through multi-stakeholder collaboration.

Governance
Best for: Enterprise, Researcher
UNESCO2021

Recommendation on the Ethics of Artificial Intelligence

Policy Framework

The first-ever global standard on AI ethics, adopted by 194 UNESCO member states, establishing comprehensive principles and policy action areas for responsible AI development.

GovernanceFairnessTransparency
Best for: Enterprise, SME, Public Sector, Third Sector, Researcher
UNESCO2021

UNESCO

Policy Framework

The first global standard on AI ethics adopted by UNESCO's 193 member states in 2021, providing comprehensive guidance on human rights-centered AI development.

Governance
Best for: Public Sector, Enterprise, Researcher
European Parliament2020

The ethics of artificial intelligence: Issues and initiatives

Policy Framework

Comprehensive overview of AI ethics issues and policy initiatives across the European Union and globally, examining regulatory approaches and ethical frameworks.

GovernanceFairnessTransparency
Best for: Enterprise, Public Sector, Researcher
European Commission2019

European Commission

Policy Framework

Guidelines published in 2019 establishing seven key requirements for trustworthy AI including human agency, technical robustness, and accountability.

TransparencyPrivacy
Best for: Enterprise, Researcher
Organisation for Economic Co-operation and Development (OECD)2019

Organisation for Economic Co-operation and Development (OECD)

Policy Framework

The first intergovernmental AI principles adopted in 2019, establishing five principles for responsible AI stewardship including inclusive growth and human-centered values.

Transparency
Best for: Public Sector, Enterprise, Researcher
Government of Canada2019

Government of Canada

Policy Framework

Canada's mandatory assessment tool launched in 2019 for evaluating risks associated with automated decision systems used by federal government.

Transparency
Best for: Public Sector, Enterprise, Researcher
Université de Montréal2018

Université de Montréal

Policy Framework

A declaration developed in 2018 through a unique citizen co-construction process involving 500+ participants, presenting 10 principles for responsible AI.

FairnessPrivacy
Best for: Enterprise, Researcher
Future of Life Institute2017

Future of Life Institute

Policy Framework

Created in 2017, these 23 principles address research issues, ethics and values, and longer-term concerns, signed by over 2,000 experts including leading AI researchers.

RiskTransparency
Best for: Enterprise, Researcher
Partnership on AI2016

Partnership on AI

Policy Framework

An independent nonprofit coalition bringing together diverse communities to address AI's future through guidelines, policymaker education, and international convenings.

RiskFairnessTransparency
Best for: Enterprise, Researcher
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