RESOURCES OVERVIEW

Explore Our Research Resources

130+ Authoritative Resources from WHO, UNESCO, OECD, NIST, ILO, FDA, UNEP, RAND, IMF, ECB and Leading Research Institutions

Comprehensive database of research papers, policy frameworks, technical standards, and industry reports aligned with our 9-pillar framework

130+
Resources
10
Thematic Areas
2019-2025
Year Range
9-Pillar
Framework Aligned
Curated Starting Points

Featured Collections

Essential resources organized by key themes to get you started quickly

Latest 2025

Most recent publications and updates

6

New resources

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Most Cited

Highly influential research papers

3

500+ citations each

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Getting Started

Foundational frameworks and standards

13

Essential reads

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Policy & Regulation

Compliance and regulatory frameworks

5

Key documents

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Highly Recommended

Featured Resources

Must-read resources from leading organisations and researchers

UNESCO2021

Recommendation on the Ethics of Artificial Intelligence

Policy Framework45 min read

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
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OECD2025

Governing with Artificial Intelligence: The State of Play and Way Forward in Core Government Functions

Industry Report40 min read

Comprehensive analysis of 200 AI use cases across OECD governments, examining opportunities, risks, and practical guidance for responsible AI adoption in public sector functions.

GovernanceRiskTransparency
Best for: Public Sector, Researcher
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NIST2023

Artificial Intelligence Risk Management Framework (AI RMF 1.0)

Technical Standard1.0 hr read

Voluntary framework for managing risks to individuals, organisations, and society associated with AI, developed through consensus-driven collaboration with public and private sectors.

RiskGovernanceSafety
Best for: Enterprise, SME, Public Sector, Researcher
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Minds and Machines (Springer)2020

The Ethics of AI Ethics: An Evaluation of Guidelines

Academic Paper30 min read2,781 citations

Critical evaluation of over 80 AI ethics guidelines from around the world, examining their effectiveness, convergence, and implementation challenges.

GovernanceFairnessTransparency
Best for: Researcher, Enterprise, Public Sector
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RAND Corporation2024

Risk-Based AI Regulation: A Primer on the Artificial Intelligence Act

Industry Report40 min read

Comprehensive primer on the EU AI Act's risk-based regulatory approach, serving as guide for US legislators and policymakers considering AI regulation.

GovernanceRiskAccountability
Best for: Enterprise, Public Sector, Researcher
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U.S. Congressional Research Service2025

Regulating Artificial Intelligence: U.S. and International Perspectives

Industry Report40 min read

Comparative analysis of AI regulatory approaches across major jurisdictions including US, EU, UK, China, and international organisations.

GovernanceRiskAccountability
Best for: Public Sector, Researcher, Enterprise
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DATA INSIGHTS

Academic Papers Lead in Top 20 Source Type Counts

Our research library features diverse source types, with academic papers representing the largest category

This breakdown shows the highest KCounts by source type, demonstrating our commitment to evidence-based, peer-reviewed research

Academic Papers Lead in Top 20 Source Type Counts - Bar chart showing Academic Paper (22), Research Institute (10), Research Report (7), and other source types
10 Key Topics

Browse by Thematic Area

Resources organized by major AI governance themes aligned with our 9-pillar framework

AI Ethics Principles & Frameworks

Foundational principles, values, and frameworks guiding responsible AI development

11 resourcesExplore

AI Risk Management

Frameworks and methodologies for identifying, assessing, and mitigating AI risks

9 resourcesExplore

Regulatory Compliance & Policy

Legal requirements, regulations, and policy frameworks governing AI systems

5 resourcesExplore

Algorithmic Bias & Fairness

Understanding, detecting, and mitigating bias to ensure fair AI outcomes

6 resourcesExplore

Transparency & Explainability

Making AI systems interpretable, explainable, and accountable

13 resourcesExplore

Data Governance & Privacy

Managing data responsibly while protecting privacy and security

4 resourcesExplore

AI in Public Sector & Government

AI adoption, governance, and service delivery in government contexts

4 resourcesExplore

Environmental Sustainability of AI

Environmental impact of AI and strategies for sustainable development

2 resourcesExplore

Human-AI Interaction & Oversight

Ensuring meaningful human control and effective human-AI collaboration

1 resourcesExplore

Implementation & Best Practices

Practical guidance, tools, and standards for implementing AI governance

13 resourcesExplore
TOPIC DISTRIBUTION

Governance and Regulation Dominate with 30% Share

Our resources are strategically organized across key AI governance themes

This distribution reflects the most critical areas of focus in responsible AI implementation, with Governance and Regulation forming the cornerstone

Governance and Regulation Dominate with 30% Share - Donut chart showing distribution: Governance and Regulation (30%), Ethics and Fairness (18%), Risk and Safety (14%), Implementation and Management (14%), Other (10%), Public and Multi-stakeholder (8%), Data and Privacy (6%)
Diverse Formats

Browse by Source Type

Find resources by format: policy frameworks, academic papers, technical standards, or industry reports

Policy Frameworks

15

International standards and government policies

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Academic Papers

18

Peer-reviewed research publications

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Technical Standards

9

ISO, IEEE, NIST standards

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Industry Reports

24

WEF, OECD, industry analyses

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