Turing, Alan M. 1950. “Computing Machinery and Intelligence.” Mind 59 (236): 433–460. https://doi.org/10.1093/mind/LIX.236.433. Primary source.
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- Turing 1950
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108 documentary sources with stable codes, source qualification, and active links.
Search by author, title, stable code, Book key, or note number. Enter Note 1 (or 1) to find only sources cited in that exact book endnote. The Cited in field uses the V51.2 book note numbers; resource-only entries are identified separately.
Turing, Alan M. 1950. “Computing Machinery and Intelligence.” Mind 59 (236): 433–460. https://doi.org/10.1093/mind/LIX.236.433. Primary source.
McCarthy, John, Marvin L. Minsky, Nathaniel Rochester, and Claude E. Shannon. 2006. “A Proposal for the Dartmouth Summer Research Project on Artificial Intelligence, August 31, 1955.” AI Magazine 27 (4): 12–14. https://doi.org/10.1609/aimag.v27i4.1904. Original proposal dated August 31, 1955; excerpt republished in 2006. Primary historical source; the book cites the 2006 reprint. Original proposal archive: https://jmc.stanford.edu/articles/dartmouth/dartmouth.pdf.
Rosenblatt, Frank. 1958. “The Perceptron: A Probabilistic Model for Information Storage and Organization in the Brain.” Psychological Review 65 (6): 386–408. https://doi.org/10.1037/h0042519. Primary source.
Minsky, Marvin, and Seymour A. Papert. 1987. Perceptrons: An Introduction to Computational Geometry. Expanded ed. MIT Press. First published 1969. https://mitpress.mit.edu/9780262631112/perceptrons/. Primary source; the publisher’s page refers to the expanded edition.
Rumelhart, David E., Geoffrey E. Hinton, and Ronald J. Williams. 1986. “Learning Representations by Back-Propagating Errors.” Nature 323 (6088): 533–536. https://doi.org/10.1038/323533a0. Primary source.
IBM. n.d. “Deep Blue.” https://www.ibm.com/history/deep-blue. Official corporate archive. Accessed: 2026. Historical milestone: 1997.
Krizhevsky, Alex, Ilya Sutskever, and Geoffrey E. Hinton. 2012. “ImageNet Classification with Deep Convolutional Neural Networks.” Advances in Neural Information Processing Systems 25. https://papers.nips.cc/paper_files/paper/2012/hash/c399862d3b9d6b76c8436e924a68c45b-Abstract.html. Primary source. Additional resource links: https://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks.
Vaswani, Ashish, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Łukasz Kaiser, and Illia Polosukhin. 2017. “Attention Is All You Need.” Advances in Neural Information Processing Systems 30. https://papers.nips.cc/paper_files/paper/2017/hash/3f5ee243547dee91fbd053c1c4a845aa-Abstract.html. Primary source. Additional resource links: https://arxiv.org/abs/1706.03762.
Weizenbaum, Joseph. 1966. “ELIZA, a Computer Program for the Study of Natural Language Communication between Man and Machine.” Communications of the ACM 9 (1): 36–45. https://doi.org/10.1145/365153.365168. Primary source.
OpenAI. 2022. “Introducing ChatGPT.” November 30, 2022. https://openai.com/index/chatgpt/. Official corporate announcement.
DARPA. n.d. “ARPANET.” https://www.darpa.mil/news/features/arpanet. Official institutional archive. Accessed: 2026. Historical milestone: 1969.
Internet Society. 2013. “New Year’s Day Marks 30th Anniversary of Major Milestone for Global Internet.” January 1, 2013. https://www.internetsociety.org/news/press-releases/2013/new-years-day-marks-30th-anniversary-of-major-milestone-for-global-internet/. Institutional documentation.
CERN. n.d. “A Short History of the Web.” https://home.cern/science/computing/the-birth-of-the-web/short-history-web/. Official institutional archive. Accessed: 2026.
CERN. 2013. “The Open Internet and the Web.” April 30, 2013. https://home.cern/open-internet-and-web/. Official documentation.
Howe, Jim. 2007. “Artificial Intelligence at Edinburgh University: A Perspective.” June 2007. School of Informatics, University of Edinburgh. https://www.inf.ed.ac.uk/about/AIhistory.html. Institutional historical account.
McDermott, Drew, M. Mitchell Waldrop, B. Chandrasekaran, John McDermott, and Roger Schank. 1985. “The Dark Ages of AI: A Panel Discussion at AAAI-84.” AI Magazine 6 (3): 122–134. https://doi.org/10.1609/aimag.v6i3.494. Primary historical source, a published panel discussion.
Turpin, Miles, Julian Michael, Ethan Perez, and Samuel R. Bowman. 2023. “Language Models Don’t Always Say What They Think: Unfaithful Explanations in Chain-of-Thought Prompting.” NeurIPS 2023 conference paper, author manuscript, arXiv:2305.04388v2. https://arxiv.org/abs/2305.04388v2. Conference research paper and author manuscript; findings concern the tested models and prompts.
World Wide Web Consortium (W3C), Verifiable Credentials Working Group. 2025c. Verifiable Credentials Data Model v2.0. W3C Recommendation, May 15, 2025. https://www.w3.org/TR/2025/REC-vc-data-model-2.0-20250515/. W3C Recommendation. Additional resource links: https://www.w3.org/TR/vc-data-model-2.0/.
World Wide Web Consortium (W3C), Verifiable Credentials Working Group. 2025b. Verifiable Credential Data Integrity 1.0. W3C Recommendation, May 15, 2025. https://www.w3.org/TR/2025/REC-vc-data-integrity-20250515/. W3C Recommendation. Additional resource links: https://www.w3.org/TR/vc-data-integrity/.
World Wide Web Consortium (W3C), Verifiable Credentials Working Group. 2025a. Securing Verifiable Credentials Using JOSE and COSE. W3C Recommendation, May 15, 2025. https://www.w3.org/TR/2025/REC-vc-jose-cose-20250515/. W3C Recommendation. Additional resource links: https://www.w3.org/TR/vc-jose-cose/.
OpenID Foundation, Digital Credentials Protocols Working Group. 2025a. OpenID for Verifiable Credential Issuance 1.0. Final specification, September 16, 2025. https://openid.net/specs/openid-4-verifiable-credential-issuance-1_0.html. Final Specification.
OpenID Foundation, Digital Credentials Protocols Working Group. 2025b. OpenID for Verifiable Presentations 1.0. Final specification, July 9, 2025. https://openid.net/specs/openid-4-verifiable-presentations-1_0.html. Final Specification.
Temoshok, David, Diana Proud-Madruga, Yee-Yin Choong, Ryan Galluzzo, Sarbari Gupta, Connie LaSalle, Naomi Lefkovitz, and Andrew Regenscheid. 2025. Digital Identity Guidelines. NIST Special Publication 800-63-4. National Institute of Standards and Technology. July 2025. https://doi.org/10.6028/NIST.SP.800-63-4. Final technical standard.
Yaga, Dylan, Peter Mell, Nik Roby, and Karen Scarfone. 2018. Blockchain Technology Overview. NIST Interagency/Internal Report 8202. National Institute of Standards and Technology. October 2018. https://doi.org/10.6028/NIST.IR.8202. Official technical report.
Burrell, Jenna. 2016. “How the Machine ‘Thinks’: Understanding Opacity in Machine Learning Algorithms.” Big Data & Society 3 (1). https://doi.org/10.1177/2053951715622512. Peer-reviewed sociotechnical analysis of algorithmic opacity.
Coalition for Content Provenance and Authenticity (C2PA). n.d. C2PA and Content Credentials Explainer. Version 2.2. https://spec.c2pa.org/specifications/specifications/2.2/explainer/Explainer.html. Technical explainer, version 2.2; provenance verification is not a truth judgment.
National Institute of Standards and Technology (NIST). 2023a. Artificial Intelligence Risk Management Framework (AI RMF 1.0). January 2023. NIST AI 100-1. https://doi.org/10.6028/NIST.AI.100-1. Official voluntary risk-management framework; does not validate or endorse the author’s 2050 Test.
Parasuraman, Raja, and Victor Riley. 1997. “Humans and Automation: Use, Misuse, Disuse, Abuse.” Human Factors 39 (2): 230–253. https://doi.org/10.1518/001872097778543886. Peer-reviewed human-factors analysis of automation use and misuse.
Schwartz, Reva, Apostol Vassilev, Kristen Greene, Lori Perine, Andrew Burt, and Patrick Hall. 2022. Towards a Standard for Identifying and Managing Bias in Artificial Intelligence. NIST Special Publication 1270. National Institute of Standards and Technology. Corrected March 24, 2022. https://doi.org/10.6028/NIST.SP.1270. Official technical report on systemic, statistical, and human sources of bias.
International Organization for Standardization and International Electrotechnical Commission. 2023. Information Technology: Artificial Intelligence, Management System. ISO/IEC 42001:2023. https://www.iso.org/standard/42001. International management system standard.
World Health Organization (WHO). 2021. Ethics and Governance of Artificial Intelligence for Health: WHO Guidance. World Health Organization. https://www.who.int/publications/i/item/9789240029200. Institutional guidance.
World Health Organization (WHO). 2023. Regulatory Considerations on Artificial Intelligence for Health. World Health Organization. https://www.who.int/publications/i/item/9789240078871. Institutional overview of regulatory considerations, explicitly not guidance, a regulatory framework, or policy.
World Health Organization (WHO). 2024. Ethics and Governance of Artificial Intelligence for Health: Guidance on Large Multi-Modal Models. World Health Organization. https://www.who.int/publications/i/item/9789240084759. WHO edition and bibliographic citation: 2024; current institutional page dated 2025-03-25. Additional resource links: https://www.who.int/publications/b/70584.
World Health Organization (WHO), Regional Office for Europe. 2026. Artificial Intelligence Is Reshaping Health Systems: State of Readiness across the European Union. WHO/EURO:2026-12707-52481-81471. https://www.who.int/europe/publications/i/item/WHO-EURO-2026-12707-52481-81471. Institutional report on the preparedness of health systems in the 27 EU Member States; not clinical evidence of efficacy. WHO/EURO:2026-12707-52481-81471.
World Health Organization (WHO). 2026. Artificial Intelligence and Evidence-Informed Policy: Emerging Challenges and Opportunities: Discussion Paper. B09667. https://www.who.int/publications/i/item/B09667. Institutional technical paper; calls for oversight, impact assessments, and human judgment.
Medical Device Coordination Group (MDCG). 2025. Guidance on Qualification and Classification of Software in Regulation (EU) 2017/745, MDR, and Regulation (EU) 2017/746, IVDR. June 17, 2025. MDCG 2019-11 rev.1. https://health.ec.europa.eu/document/download/b45335c5-1679-4c71-a91c-fc7a4d37f12b_en. Official European Commission guidance, not a legislative act.
Artificial Intelligence Board (AIB) and Medical Device Coordination Group (MDCG). 2025. Interplay between the Medical Devices Regulation, the In Vitro Diagnostic Medical Devices Regulation and the Artificial Intelligence Act. AIB 2025-1; MDCG 2025-6. https://health.ec.europa.eu/document/download/b78a17d7-e3cd-4943-851d-e02a2f22bbb4_en. Official joint guidance, not a legislative act.
World Health Organization (WHO). 2025b. “Mental Health of Adolescents.” September 1, 2025. https://www.who.int/news-room/fact-sheets/detail/adolescent-mental-health. Institutional fact sheet.
World Health Organization (WHO). 2025a. From Loneliness to Social Connection: Charting a Path to Healthier Societies. Report of the WHO Commission on Social Connection. https://www.who.int/groups/commission-on-social-connection/report. Institutional report.
United Nations Children’s Fund (UNICEF), Innocenti. 2025. Guidance on AI and Children. Version 3.0. https://www.unicef.org/innocenti/reports/policy-guidance-ai-children. Institutional guidance grounded in children’s rights.
United Nations Children’s Fund (UNICEF). 2026. When AI Becomes a Friend: Child Rights Risks, Harms, and Regulatory Responses to AI Chatbots and Companions. June 2026. Policy brief. https://www.unicef.org/documents/when-ai-becomes-friend-child-rights-risks. Policy brief; regulatory review updated through 2026-05-15, not clinical evidence.
U.S. Federal Trade Commission (FTC). 2025. “FTC Launches Inquiry into AI Chatbots Acting as Companions.” September 2025. https://www.ftc.gov/news-events/news/press-releases/2025/09/ftc-launches-inquiry-ai-chatbots-acting-companions. Regulatory inquiry, not a clinical finding.
Miao, Fengchun, and Wayne Holmes. 2023. Guidance for Generative AI in Education and Research. UNESCO. https://unesdoc.unesco.org/ark:/48223/pf0000386693. Institutional guidance. Publication page: https://www.unesco.org/en/articles/guidance-generative-ai-education-and-research.
Gmyrek, Paweł, Janine Berg, Karol Kamiński, Filip Konopczyński, Agnieszka Ładna, Balint Nafradi, Konrad Rosłaniec, and Marek Troszyński. 2025. Generative AI and Jobs: A Refined Global Index of Occupational Exposure. ILO Working Paper 140. https://doi.org/10.54394/HETP0387. Institutional research report.
Öhman, Carl, and Luciano Floridi. 2018. “An Ethical Framework for the Digital Afterlife Industry.” Nature Human Behaviour 2: 318–320. https://doi.org/10.1038/s41562-018-0335-2. Scientific article.
UN Trade and Development (UNCTAD). 2025. Technology and Innovation Report 2025: Inclusive Artificial Intelligence for Development. United Nations. https://unctad.org/publication/technology-and-innovation-report-2025. UN report.
Autor, David H. 2015. “Why Are There Still So Many Jobs? The History and Future of Workplace Automation.” Journal of Economic Perspectives 29 (3): 3–30. https://doi.org/10.1257/jep.29.3.3. Peer-reviewed economic analysis, not a forecast for 2050.
Bastani, Hamsa, Osbert Bastani, Alp Sungu, Haosen Ge, Özge Kabakcı, and Rei Mariman. 2025. “Generative AI without Guardrails Can Harm Learning: Evidence from High School Mathematics.” Proceedings of the National Academy of Sciences 122 (26): e2422633122. https://doi.org/10.1073/pnas.2422633122. Peer-reviewed randomized educational study; findings are specific to the tested setting and tools.
Brady, William J., Julian A. Wills, John T. Jost, Joshua A. Tucker, and Jay J. Van Bavel. 2017. “Emotion Shapes the Diffusion of Moralized Content in Social Networks.” Proceedings of the National Academy of Sciences 114 (28): 7313–7318. https://doi.org/10.1073/pnas.1618923114. Peer-reviewed observational study; association does not establish a platform algorithm as the cause.
Brynjolfsson, Erik, Danielle Li, and Lindsey Raymond. 2025. “Generative AI at Work.” Quarterly Journal of Economics 140 (2): 889–942. https://doi.org/10.1093/qje/qjae044. Peer-reviewed workplace study; not evidence of economy-wide effects.
De Freitas, Julian, Zeliha Oğuz-Uğuralp, Ahmet Kaan Uğuralp, and Stefano Puntoni. 2026. “AI Companions Reduce Loneliness.” Journal of Consumer Research 52 (6): 1126–1148. https://doi.org/10.1093/jcr/ucaf040. Peer-reviewed study of short-term loneliness relief; not evidence of lasting clinical benefit.
Doshi, Anil R., and Oliver P. Hauser. 2024. “Generative AI Enhances Individual Creativity but Reduces the Collective Diversity of Novel Content.” Science Advances 10 (28): eadn5290. https://doi.org/10.1126/sciadv.adn5290. Peer-reviewed randomized creative-writing experiment; findings are specific to its design.
Fitzpatrick, Kathleen Kara, Alison Darcy, and Molly Vierhile. 2017. “Delivering Cognitive Behavior Therapy to Young Adults with Symptoms of Depression and Anxiety Using a Fully Automated Conversational Agent (Woebot): A Randomized Controlled Trial.” JMIR Mental Health 4 (2): e19. https://doi.org/10.2196/mental.7785. Peer-reviewed randomized controlled trial of a structured chatbot; not an open-ended generative companion.
Hollanek, Tomasz, and Katarzyna Nowaczyk-Basińska. 2024. “Griefbots, Deadbots, Postmortem Avatars: On Responsible Applications of Generative AI in the Digital Afterlife Industry.” Philosophy & Technology 37: 63. https://doi.org/10.1007/s13347-024-00744-w. Peer-reviewed ethical analysis using speculative design, not a clinical outcome study.
International Energy Agency (IEA). 2025a. Energy and AI. https://www.iea.org/reports/energy-and-ai. Institutional report.
Shehabi, Arman, Sarah Josephine Smith, Alex Hubbard, Alexander Newkirk, Nuoa Lei, Md AbuBakar Siddik, Billie Holecek, Jonathan G. Koomey, Eric R. Masanet, and Dale A. Sartor. 2024. 2024 United States Data Center Energy Usage Report. Lawrence Berkeley National Laboratory. https://doi.org/10.71468/P1WC7Q. Official technical report. DOI 10.71468/P1WC7Q. Additional resource links: https://eta.lbl.gov/publications/2024-lbnl-data-center-energy-usage-report.
U.S. Geological Survey (USGS). 2019. “Water-Use Terminology.” February 27, 2019. https://www.usgs.gov/mission-areas/water-resources/science/water-use-terminology. Official page. Accessed: 2026-07-15. Operational definitions of withdrawal and consumptive use.
International Organization for Standardization (ISO). 2006a. Environmental Management: Life Cycle Assessment, Principles and Framework. ISO 14040:2006. https://www.iso.org/standard/37456.html. International Organization for Standardization (ISO). 2006b. Environmental Management: Life Cycle Assessment, Requirements and Guidelines. ISO 14044:2006. https://www.iso.org/standard/38498.html. Current editions confirmed in 2022. Methodological standards.
U.S. Geological Survey (USGS). 2026. Mineral Commodity Summaries 2026. https://doi.org/10.3133/mcs2026. Official report.
International Energy Agency (IEA). 2025b. Global Critical Minerals Outlook 2025. https://www.iea.org/reports/global-critical-minerals-outlook-2025. Institutional report.
Baldé, Cornelis P., Ruediger Kuehr, Tales Yamamoto, Rosie McDonald, Elena D’Angelo, Shahana Althaf, Garam Bel, et al. 2024. The Global E-Waste Monitor 2024. 2nd ed. International Telecommunication Union and United Nations Institute for Training and Research. https://ewastemonitor.info/the-global-e-waste-monitor-2024/. UN report. Additional resource links: https://www.itu.int/hub/publication/d-gen-e_waste-01-2024/.
Starcloud. n.d. “Starcloud-1.” https://www.starcloud.com/starcloud-1. Corporate page about its own activities; states that the satellite was launched in 2025-11, without demonstrating scale or commercial viability. Accessed: 2026-07-17.
Axiom Space. n.d. “Orbital Data Centers.” https://www.axiomspace.com/orbital-data-center. Corporate page about its own activities; states that the first two dedicated nodes were launched into low Earth orbit on 2026-01-11. Accessed: 2026-07-17.
Beals, Travis. 2025. “Exploring a Space-Based, Scalable AI Infrastructure System Design.” November 4, 2025. Google Research. https://research.google/blog/exploring-a-space-based-scalable-ai-infrastructure-system-design/. Corporate announcement of Project Suncatcher; the two prototype satellites planned for early 2027 remain an announced project, not a completed launch. Accessed: 2026-07-17.
European Commission, CORDIS. 2026. “Advanced Space Cloud for European Net Zero Emissions and Data Sovereignty (ASCEND), Grant Agreement 101082517: Periodic Reporting.” January 14, 2026. https://cordis.europa.eu/project/id/101082517/reporting. Institutional feasibility fact sheet and report; not an independent technical source. Project DOI 10.3030/101082517. Accessed: 2026-07-17. Additional resource links: https://cordis.europa.eu/project/id/101082517.
Turyshev, Slava G. 2026. Orbital Data Centers: Spacecraft Constraints and Economic Viability. Preprint, arXiv:2604.27197v1, April 29, 2026. https://doi.org/10.48550/arXiv.2604.27197. Independent technical preprint, arXiv:2604.27197. DOI 10.48550/arXiv.2604.27197. Accessed: 2026-07-17. Additional resource links: https://arxiv.org/abs/2604.27197.
Al Ahmad, Mahmoud, Qurban Memon, and Michael Pecht. 2026. “Reliability and Risk in Space-Based Data Centers: A Lifecycle Assessment of Orbital Cloud Infrastructure.” Applied Sciences 16 (11): 5247. https://doi.org/10.3390/app16115247. Independent peer-reviewed technical article. DOI 10.3390/app16115247. Accessed: 2026-07-17. Additional resource links: https://www.mdpi.com/2076-3417/16/11/5247.
Wilson, Andrew R., Massimiliano Vasile, Christie Maddock, and Keith Baker. 2023. “Implementing Life Cycle Sustainability Assessment for Improved Space Mission Design.” Integrated Environmental Assessment and Management 19 (4): 1002–1022. https://doi.org/10.1002/ieam.4722. Independent peer-reviewed technical article. DOI 10.1002/ieam.4722. Accessed: 2026-07-17. Additional resource links: https://onlinelibrary.wiley.com/doi/10.1002/ieam.4722.
Murphy, Daniel M., Maya Abou-Ghanem, Daniel J. Cziczo, Karl D. Froyd, Justin Jacquot, Michael J. Lawler, Christopher Maloney, et al. 2023. “Metals from Spacecraft Reentry in Stratospheric Aerosol Particles.” Proceedings of the National Academy of Sciences 120 (43): e2313374120. https://doi.org/10.1073/pnas.2313374120. Independent peer-reviewed scientific article; copy in NOAA’s institutional repository. DOI 10.1073/pnas.2313374120. Accessed: 2026-07-17. Additional resource links: https://repository.library.noaa.gov/view/noaa/58476.
Kenya Ports Authority. n.d. “Port of Mombasa.” https://kpa.co.ke/Ports/PortOfMombasa. Institutional page on the port’s multimodal connections with its hinterland. Accessed: 2026-07-17.
Northern Corridor Transit and Transport Coordination Authority (NCTTCA). n.d.-b. “Who We Are.” https://www.ttcanc.org/about-us/who-we-are/. Institutional page on the Northern Corridor between the Port of Mombasa and the landlocked countries of the Great Lakes region. Accessed: 2026-07-17.
National Institute of Standards and Technology (NIST), CHIPS for America. 2023b. Vision for Success: Facilities for Semiconductor Materials and Manufacturing Equipment. June 23, 2023. https://www.nist.gov/document/vision-success-facilities-semiconductor-materials-and-manufacturing-equipment. Official documentation.
U.S. Government Accountability Office (GAO). 2022. Semiconductor Supply Chain: Policy Considerations from Selected Experts for Reducing Risks and Mitigating Shortages. July 26, 2022. GAO-22-105923. https://www.gao.gov/products/gao-22-105923. Official report.
European Commission. n.d.-d. “European Chips Act.” https://digital-strategy.ec.europa.eu/en/policies/european-chips-act. Institutional page on the current framework; not a legislative act. Accessed: 2026.
European Commission. 2026c. “Proposal for the Chips Act 2.0.” June 3, 2026. https://digital-strategy.ec.europa.eu/en/library/proposal-chips-act-20. Legislative proposal, not law already enacted.
U.S. Bureau of Industry and Security (BIS). 2026c. “Revision to License Review Policy for Advanced Computing Commodities.” Final rule. Federal Register 91 (January 15, 2026): 1684. https://www.federalregister.gov/documents/2026/01/15/2026-00789/revision-to-license-review-policy-for-advanced-computing-commodities. Official final rule; applicability depends on the transaction and the EAR in force. Accessed: 2026-07-17.
International Telecommunication Union (ITU), in partnership with the International Cable Protection Committee (ICPC). 2026. International Advisory Body on Submarine Cable Resilience: Report of the Working Groups 2026. ISBN 978-92-61-40561-8. https://www.itu.int/dms_pub/itu-s/opb/iab/S-IAB-WG-2026-PDF-E.pdf. Final institutional report. Additional resource links: https://www.itu.int/hub/publication/s-iab-wg-2026/.
Competition and Markets Authority (CMA). 2025. Cloud Services Market Investigation: Summary of Final Decision. July 31, 2025. https://assets.publishing.service.gov.uk/media/688b20e6ff8c05468cb7b120/summary_of_final_decision.pdf. Final regulatory decision on the UK public cloud infrastructure market.
European Union Agency for Cybersecurity (ENISA). 2025. ENISA Threat Landscape 2025. Version 1.2, updated January 9, 2026. https://doi.org/10.2824/1946374. Official report. Additional resource links: https://www.enisa.europa.eu/publications/enisa-threat-landscape-2025.
European Union Agency for Cybersecurity (ENISA). 2026. ENISA’s View on Cybersecurity in the Frontier AI Era. July 7, 2026. https://doi.org/10.2824/9549088. Official report with initial recommendations for operational capabilities against machine-speed threats; does not replace the annual Threat Landscape. Additional resource links: https://www.enisa.europa.eu/publications/enisas-view-on-cybersecurity-in-the-frontier-ai-era.
United Nations General Assembly. 2021. Developments in the Field of Information and Telecommunications in the Context of International Security: Note by the Secretary-General. March 18, 2021. A/75/816, Annex I, Final Substantive Report of the Open-ended Working Group. https://docs.un.org/en/A/75/816. Official UN report. Additional resource links: https://digitallibrary.un.org/record/3908015.
Competition and Markets Authority (CMA). 2026a. Actions on Cloud and Business Software through the UK Digital Markets Competition Regime. March 31, 2026. https://assets.publishing.service.gov.uk/media/69cbb8d52d120d9d5ec0f311/Actions_on_cloud_and_business_software_through_the_UK_digital_markets_competition_regime.pdf. Official regulatory policy document, distinct from the 2025 final decision and the SMS investigation launch.
Competition and Markets Authority (CMA). 2026b. Microsoft’s Business Software Ecosystem. May 14, 2026. SMS investigation launch. https://www.gov.uk/cma-cases/microsofts-business-software-ecosystem. Regulatory investigation launch, not an SMS designation.
Northern Corridor Transit and Transport Coordination Authority (NCTTCA). n.d.-a. “Port of Mombasa.” https://www.ttcanc.org/corridor-infrastructure/port-of-mombasa/. Institutional geographic context; not evidence for the fictional scenario quantities.
U.S. Bureau of Industry and Security (BIS). 2026a. “Extension of Authorized Integrated Circuit (IC) Designer Status and Application Deadline to Become an Approved IC Designer.” Final rule, effective April 7, 2026. Federal Register 91 (April 9, 2026): 17851–17852. https://www.govinfo.gov/content/pkg/FR-2026-04-09/html/2026-06851.htm. Final rule; specified designer-status and application deadlines are scheduled for 2026-12-31.
U.S. Bureau of Industry and Security (BIS). 2026b. Guidance Regarding Enforcement of License Requirements for Advanced Computing Items for Entities Headquartered in Country Group D:5 and Macau. May 31, 2026. https://www.bis.gov/media/documents/bis-guidance-may-31-2026.pdf. Official enforcement guidance clarifying pre-existing controls; distinct from the January and April rules.
Chesney, Bobby, and Danielle Citron. 2019. “Deep Fakes: A Looming Challenge for Privacy, Democracy, and National Security.” California Law Review 107 (6): 1753–1819. https://doi.org/10.15779/Z38RV0D15J. Primary source for the concept of the “liar’s dividend.”
European Parliament and Council of the European Union. 2024c. Regulation (EU) 2024/1689 of 13 June 2024 laying down harmonised rules on artificial intelligence (Artificial Intelligence Act). Official Journal of the European Union L, 2024/1689 (July 12, 2024). As amended by Regulation (EU) 2026/1744. CELEX 32024R1689. https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:32024R1689. Law in force; phased application. CELEX 32024R1689; ELI reg/2024/1689/oj. Additional resource links: https://eur-lex.europa.eu/eli/reg/2024/1689/oj/eng.
European Commission. n.d.-b. “Article 50: Transparency Obligations for Providers and Deployers of Certain AI Systems.” AI Act Service Desk. Explanatory service reproducing the AI Act; read with Regulation (EU) 2026/1744. https://ai-act-service-desk.ec.europa.eu/en/ai-act/article-50. Official service concerning Article 50 of Regulation (EU) 2024/1689. Accessed: 2026-07-17.
European Commission. n.d.-c. “Article 53: Obligations for Providers of General-Purpose AI Models.” AI Act Service Desk. Explanatory service reproducing Article 53 of Regulation (EU) 2024/1689. https://ai-act-service-desk.ec.europa.eu/en/ai-act/article-53. Official service concerning Article 53 of Regulation (EU) 2024/1689. Accessed: 2026-07-17.
European Parliament and Council of the European Union. 2016. Regulation (EU) 2016/679 of 27 April 2016 on the Protection of Natural Persons with Regard to the Processing of Personal Data and on the Free Movement of Such Data, and Repealing Directive 95/46/EC (General Data Protection Regulation). Official Journal of the European Union L 119 (May 4, 2016): 1–88. CELEX 32016R0679. https://eur-lex.europa.eu/eli/reg/2016/679/oj/eng. Law in force. CELEX 32016R0679; ELI reg/2016/679/oj.
Article 29 Data Protection Working Party (Article 29 Working Party). 2018. Guidelines on Automated Individual Decision-Making and Profiling for the Purposes of Regulation 2016/679. WP251 rev.01. Endorsed by the European Data Protection Board on May 25, 2018. https://www.edpb.europa.eu/documents/guideline/automated-decision-making-and-profiling_en. Official interpretive guidance; not legislation.
Court of Justice of the European Union. 2023. OQ v. Land Hessen (SCHUFA Holding). Case C-634/21, ECLI:EU:C:2023:957, December 7, 2023. CELEX 62021CJ0634. https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:62021CJ0634. Binding case law in the interpretation of EU law. ECLI:EU:C:2023:957. Additional resource links: https://infocuria.curia.europa.eu/tabs/redirect/juris/document/document.jsf?docid=280426&doclang=en.
European Parliament and Council of the European Union. 2024b. Regulation (EU) 2024/1183 of 11 April 2024 amending Regulation (EU) No 910/2014 as regards establishing the European Digital Identity Framework. Official Journal of the European Union L, 2024/1183 (April 30, 2024). CELEX 32024R1183. https://eur-lex.europa.eu/legal-content/EN/TXT/HTML/?uri=CELEX:32024R1183. Law in force. CELEX 32024R1183; ELI reg/2024/1183/oj. Additional resource links: https://eur-lex.europa.eu/eli/reg/2024/1183/oj/eng.
European Commission. 2026b. The European Digital Identity Wallet Architecture and Reference Framework. Version 3.0.0. Technical specification and release notes, July 23, 2026. EU Digital Identity Wallet official repository. Version 3.0.0 superseded version 2.9.0 of May 21, 2026. https://github.com/eu-digital-identity-wallet/eudi-doc-architecture-and-reference-framework/releases/tag/v3.0.0. Technical specification and release notes, superseding version 2.9.0 of 2026-05-21.
European Parliament and Council of the European Union. 2022. Regulation (EU) 2022/2065 of 19 October 2022 on a Single Market for Digital Services (Digital Services Act). Official Journal of the European Union L 277 (October 27, 2022): 1–102. CELEX 32022R2065. https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:32022R2065. Law in force. CELEX 32022R2065; ELI reg/2022/2065/oj. Additional resource links: https://eur-lex.europa.eu/eli/reg/2022/2065/oj/eng.
European Commission. n.d.-a. “Article 5: Prohibited AI Practices.” AI Act Service Desk. Explanatory service reproducing the AI Act; read with Regulation (EU) 2026/1744 and its phased application dates. https://ai-act-service-desk.ec.europa.eu/en/ai-act/article-5. Official service concerning Article 5 of Regulation (EU) 2024/1689. Accessed: 2026-07-14.
European Parliament and Council of the European Union. 2024a. Directive (EU) 2024/2831 of 23 October 2024 on improving working conditions in platform work. Official Journal of the European Union L, 2024/2831 (November 11, 2024). Article 29(1) sets a December 2, 2026 transposition deadline. CELEX 32024L2831. https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:32024L2831. EU law requiring transposition; sector-specific scope. CELEX 32024L2831; ELI dir/2024/2831/oj. Additional resource links: https://eur-lex.europa.eu/eli/dir/2024/2831/oj/eng.
European Parliament and Council of the European Union. 2019. Directive (EU) 2019/790 of 17 April 2019 on copyright and related rights in the Digital Single Market. Official Journal of the European Union L 130 (May 17, 2019): 92–125. CELEX 32019L0790. https://eur-lex.europa.eu/eli/dir/2019/790/oj/eng. EU law transposed with national differences. CELEX 32019L0790; ELI dir/2019/790/oj.
European Parliament and Council of the European Union. 2017a. Regulation (EU) 2017/745 of 5 April 2017 on medical devices. Official Journal of the European Union L 117 (May 5, 2017): 1–175. As amended. CELEX 32017R0745. https://eur-lex.europa.eu/eli/reg/2017/745/oj. Law in force. CELEX 32017R0745; ELI reg/2017/745/oj. Additional resource links: https://eur-lex.europa.eu/eli/reg/2017/745/oj/eng.
European Parliament and Council of the European Union. 2017b. Regulation (EU) 2017/746 of 5 April 2017 on in vitro diagnostic medical devices. Official Journal of the European Union L 117 (May 5, 2017): 176–332. As amended. CELEX 32017R0746. https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:32017R0746. Law in force. CELEX 32017R0746; ELI reg/2017/746/oj. Additional resource links: https://eur-lex.europa.eu/eli/reg/2017/746/oj/eng.
European Data Protection Board (EDPB). 2023. Guidelines 05/2022 on the Use of Facial Recognition Technology in the Area of Law Enforcement. Version 2.0, April 26, 2023. https://www.edpb.europa.eu/system/files/2023-05/edpb_guidelines_202304_frtlawenforcement_v2_en.pdf. Official interpretive guidance, not legislation.
Garante per la protezione dei dati personali (Garante). n.d. “Eredità digitale [Digital inheritance].” Institutional guidance reproducing Article 2-terdecies of Legislative Decree No. 196/2003, paragraphs 1–5. https://www.garanteprivacy.it/temi/internet-e-nuove-tecnologie/eredita-digitale. Institutional guidance; legal basis: Legislative Decree 196/2003, Article 2-terdecies. Accessed: 2026-07-14.
European Commission. 2026a. Code of Practice on Transparency of AI-Generated Content. Final code published June 10, 2026; Commission Opinion dated July 8, 2026; AI Board adequacy assessment dated July 9, 2026. https://digital-strategy.ec.europa.eu/en/library/commission-opinion-assessment-code-practice-transparency-ai-generated-content; https://digital-strategy.ec.europa.eu/en/news/commission-publishes-code-practice-marking-and-labelling-ai-generated-content. Voluntary instrument for implementing Article 50 of the AI Act; adherence does not constitute conclusive evidence of compliance.
European Commission. 2025. “General-Purpose AI Code of Practice Now Available.” July 10, 2025. Publication announcement for the final voluntary code supporting compliance with the AI Act. https://digital-strategy.ec.europa.eu/en/news/general-purpose-ai-code-practice-now-available. Voluntary instrument supporting compliance; GPAI obligations apply from 2025-08-02, with Commission enforcement powers scheduled to apply from 2026-08-02 and compliance for legacy GPAI models scheduled by 2027-08-02. Accessed: 2026-07-17.
European Parliament and Council of the European Union. 2026. Regulation (EU) 2026/1744 of 8 July 2026 amending Regulations (EU) 2024/1689, (EU) 2018/1139 and (EU) 2023/1230 as regards the simplification of the implementation of harmonised rules on artificial intelligence (Digital Omnibus on AI). Official Journal of the European Union L, 2026/1744 (July 24, 2026). Entered into force July 27, 2026. CELEX 32026R1744. https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:32026R1744. Law in force from 2026-07-27; individual provisions have phased application.
European Commission. 2026. “European Digital Identity Wallet Implementation.” Updated June 22, 2026. https://digital-strategy.ec.europa.eu/en/policies/eudi-wallet-implementation. Institutional implementation context; retained separately from the version 3.0.0 technical specification. Accessed: 2026-07-17.
Government of Canada. 2019. Directive on Automated Decision-Making. As amended. https://www.tbs-sct.canada.ca/pol/doc-eng.aspx?id=32592. Government policy directive; includes the Algorithmic Impact Assessment.