Advancing Responsible AI Innovation A Playbook 2025
Page 44 of 47 · WEF_Advancing_Responsible_AI_Innovation_A_Playbook_2025.pdf
25. European Commission. (n.d.). European Data Governance Act.
https://digital-strategy.ec.europa.eu/en/policies/data-governance-act.
26. The White House. (2025). Winning the Race: America’s AI Action Plan.
https://www.whitehouse.gov/wp-content/uploads/2025/07/Americas-AI-Action-Plan.pdf.
27. Shumailov, I., Z. Shumaylov, Y. Zhao, N. Papernot, et al. (2024). AI models collapse when trained on recursively
generated data. Nature, vol. 631, pp. 755-759. https://www.nature.com/articles/s41586-024-07566-y.
28. Saudi Arabia Communication, Space, and Technology Commission (CST). (2025). CST Publishes a Public Consultation for
the Global AI Hub Law. https://www.cst.gov.sa/en/media-center/news/N2025041401.
29. World Economic Forum. (2025). Technology Convergence Report.
https://www.weforum.org/publications/technology-convergence-report-2025/.
30. UN Global Pulse. (2022). Horizon Scan Manual: A Step by Step Guide.
https://www.unglobalpulse.org/document/horizon-scan-manual-a-step-by-step-guide/.
31. Hinchey, M. and L. Coyle. (2010). Evolving critical systems: a research agenda for computer-based systems. University of
Limerick. https://hdl.handle.net/10344/2085.
32. Kavanagh, J. (2025). AI Governance Controls Mega-map. https://www.ethos-ai.org/p/ai-governance-controls-mega-map.
33. World Economic Forum. (2024). Governance in the Age of Generative AI: A 360° Approach for Resilient Policy and
Regulation. https://www3.weforum.org/docs/WEF_Governance_in_the_Age_of_Generative_AI_2024.pdf.
34. World Economic Forum. (2024). AI Governance Alliance: Briefing Paper Series.
https://www.weforum.org/publications/ai-governance-alliance-briefing-paper-series/.
35. World Economic Forum. (2024). Governance in the Age of Generative AI: A 360° Approach for Resilient Policy and
Regulation. https://www3.weforum.org/docs/WEF_Governance_in_the_Age_of_Generative_AI_2024.pdf.
36. Meta Open Loop. (2021). AI Impact Assessment: A Policy Prototyping Experiment.
https://openloop.org/reports/2021/01/ai-impact-assessment-a-policy-prototyping-experiment.pdf.
37. NIST Trustworthy & Responsible Artificial Intelligence Resource Center (AIRC). (n.d.). NIST AI Risk Management
Framework (NIST AI RMF) and Japan AI Guidelines for Business (AI GfB). https://airc.nist.gov/docs/FINAL_Crosswalk1_
Terminology_RMF_GfB.pdf and https://airc.nist.gov/docs/FINAL_Crosswalk2_Concepts_RMF_GfB.pdf.
38. Ministry of Foreign Affairs, People’s Republic of China (2025). Joint Statement between the People’s Republic of China and
the Islamic Republic of Pakistan. https://www.mfa.gov.cn/eng/xw/zyxw/202502/t20250206_11550159.html.
39. UK Financial Conduct Authority. (2025). FCA allows firms to experiment with AI alongside NVIDIA.
https://www.fca.org.uk/news/press-releases/fca-allows-firms-experiment-ai-alongside-nvidia.
40. World Economic Forum. (2025). Shaping AI Sandbox Ecosystem for the Intelligent Age. https://reports.weforum.org/docs/
WEF_Shaping_the_AI_Sandbox_Ecosystem_for_the_Intelligent_Age_2025.pdf.
41. Smith, G., N. Luka, M. Osborne, B. Lattimore, et al. (2025). Responsible Generative AI Use by Product Managers:
Recoupling Ethical Principles and Practices. https://doi.org/10.48550/arXiv.2501.16531.
42. Hirsch, D., J. Ott and A. Westover-Munoz. (2024). Responsible AI Management: Evolving Practice, Growing Value.
https://iapp.org/resources/article/ohio-state-report-responsible-ai-management/.
43. World Economic Forum. (2024). Governance in the Age of Generative AI: A 360° Approach for Resilient Policy and
Regulation. https://www3.weforum.org/docs/WEF_Governance_in_the_Age_of_Generative_AI_2024.pdf.
44. The White House. (July 2025). Winning the Race: America’s AI Action Plan. https://www.whitehouse.gov/wp-content/
uploads/2025/07/Americas-AI-Action-Plan.pdf
45. Government of Canada. (2025). AI Strategy for the Federal Public Service 2025-2027.
https://publications.gc.ca/collections/collection_2025/sct-tbs/BT48-55-2025-eng.pdf.
46. Accenture. (2024). Responsible AI: From compliance to confidence. https://www.accenture.com/content/dam/accenture/
final/accenture-com/document-3/Accenture-Responsible-AI-From-Compliance-To-Confidence-Report.pdf.
47. Telefónica. (17 September 2024). GSMA launches responsible AI roadmap for telco industry. [Press release].
https://www.telefonica.com/en/communication-room/press-room/gsma-launches-responsible-ai-roadmap-telco-industry/
48. Miller, C. L. and G. Waters, G. (n.d.). Risk Management Framework for the Procurement of AI Systems (RMF PAIS 1.0). The
Center for Inclusive Change. https://inclusivechange.hubspotpagebuilder.com/rmf-for-ai-procurement.
49. Radical Ventures. (2023). Responsible AI Startups (RAIS) Framework. https://github.com/radicalventures/RAIS-Framework.
50. Monetary Authority of Singapore. (2024). Artificial Intelligence Model Risk Management – Information Paper.
https://www.mas.gov.sg/-/media/mas-media-library/publications/monographs-or-information-paper/imd/2024/
information-paper-on-ai-risk-management-final.pdf.
51. NIST Trustworthy & Responsible Artificial Intelligence Resource Center. (n.d.). Using the AI Risk Management Framework:
Workday. https://airc.nist.gov/docs/workday-success-story.pdf
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