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The World Privacy Forum is a respected Civil Society Organization and public interest research group focused on conducting in-depth research, analysis and training in the area of data governance, privacy, and ethics of complex data ecosystems, including in the areas of identity, AI, health, and others. WPF works extensively across multiple jurisdictions, including the US, India, Africa, Asia, the EU, and additional jurisdictions. For more than 20 years WPF has written in-depth, influential studies, including groundbreaking research regarding data ethics, AI governance and trustworthy AI, identity ecosystems and their impact and governance, including peer-reviewed work on India¡¯s Aadhaar identity ecosystem which was cited in the landmark Aadhaar Opinion of the Indian Supreme Court. WPF¡¯s most recent work focuses on global implementation of trustworthy AI and its governance across ecosystems and sectors. WPF also conducts training and education on data ethics, governance, and trustworthy AI with an emphasis on the development context. WPF co-chairs the UN Statistics Data Governance and Legal Frameworks working group, and is special advisor to the HDC board of the WHO. At OECD, WPF researchers participate in the OECD.AI AI Expert Groups, and have participated in negotiating the original OECD Recommendation on AI and its update. WPF research on complex data ecosystems governance, ethics, and data protection has been presented at the National Academies of Science, the Royal Academies of Science and others, including the Mongolian Academy of Sciences. https://www.worldprivacyforum.org.

WPF runs a global project on Trustworthy AI governance and implementation. Our recent report on this topic includes a global index and review of AI governance tools. See: Risky Analysis: Assessing and improving AI governance tools. An international review of AI governance tools and suggestions for pathways forward. https://www.worldprivacyforum.org/2023/12/new-report-risky-analysis-assessing-and-improving-ai-governance-tools/#4 Note: This work is updated every 6 months. WPF also conducts extensive training around ethical and trustworthy AI implementation and assessment, recent examples include: -Ethical and Trustworthy AI Implementation and Assessment, Ulaanbaatar, Mongolia, Multi-ministry, including Health and ICT. (WPF Training course.) -Digital Identity Ecosystems, Rwanda, Africa (CMU training course) -AI Policy in the Development Context, Bangkok, Thailand (CMU training course) -AI Governance, Data Protection and Privacy: Advanced problem-solving for Computer Vision and More (WPF training course, IEEE-WACV 2024) -Data Protection, Privacy and Complex Data Governance implementation in the development context (online, WPF training course, CMU training course).