Resource Library

PAI’s collected papers, resources, and other outputs

Discover topical AI resources researched and developed in collaboration with dozens of PAI partner organizations.

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AI Assurance

Strengthening the AI Assurance Ecosystem

A comprehensive map of the AI assurance ecosystem and recommendations to address key needs.

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Recommendations
Recommendations | Report
Demand and Incentives for External AI Assurance

John Howell Mar 17, 2026
Recommendations
Recommendations | Report
Building Justified Trust in AI Assurers

John Howell Mar 17, 2026
Analysis
Analysis
Closing the AI Assurance Divide: Policy Strategies for Developing Economies

Talita Dias Feb 18, 2026
Report
Report
Strengthening the AI Assurance Ecosystem

John Howell Feb 18, 2026
Analysis
Analysis | Recommendations
Six AI Governance Priorities for 2026

Stephanie Ifayemi, Jacob Pratt Feb 11, 2026
Analysis
Analysis
Disclosure of AI-related impacts, risks, and opportunities

Stephanie Bell, Dunstan Allison-Hope, Mary Beech Nov 13, 2025
Report
Report
Preparing for AI Agent Governance

Jacob Pratt Sep 30, 2025
Analysis
Analysis | Report
AI Agents & Global Governance: Analyzing Foundational Legal, Policy, and Accountability Tools

Talita Dias Sep 16, 2025
Report
Report
Prioritizing Real-Time Failure Detection in AI Agents

Madhulika Srikumar Sep 11, 2025
Analysis
Analysis | Report
Decoding AI Governance: A Toolkit for Navigating Evolving Norms, Standards, and Rules

Stephanie Ifayemi, Elham Tabassi, Amanda Craig Deckard Jul 28, 2025
Report
Report
Workers Participating in Transparency: Addressing the Gap in AI Transparency on Labor

Feng Kung Jul 28, 2025
Analysis
Analysis | Case Study | Recommendations
Safeguarding Trust and Dignity in the Age of AI-Generated Media

Claire Leibowicz, Christian Cardona Jun 17, 2025
Report
Report
Responsibly Navigating the Enterprise AI Landscape

Sarah Villeneuve, Albert Tanjaya Apr 24, 2025
Recommendations
Recommendations
Guidance for Inclusive AI: Practicing Participatory Engagement

Tina Park Apr 14, 2025
Case Study
Case Study
How Google’s research informed its approach to direct disclosure

PAI Staff Mar 19, 2025
Case Study
Case Study
How an AI-manipulated video caused harm during South African elections — An analysis by digital…

PAI Staff Mar 19, 2025
Case Study
Case Study
How an investigation in South Asia uncovered harmful synthetic media — An analysis by technology…

PAI Staff Mar 19, 2025
Recommendations
Recommendations | Report
Documenting the Impacts of Foundation Models

Albert Tanjaya, Jacob Pratt Feb 26, 2025
Recommendations
Recommendations
Creating Equitable AI Systems with the Participatory & Inclusive Demographic Data Guidelines

Sarah Villeneuve, Eliza McCullough Jan 23, 2025
Case Study
Case Study
How Meta updated its approach to direct disclosure based on user feedback

PAI Staff Nov 19, 2024
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