Searchable Bibliography

A. M. Turing, Computing Machinery and Intelligence. Oxford University Press / Mind. 1950. Primary source. https://doi.org/10.1093/mind/LIX.236.433.

John McCarthy, Marvin L. Minsky, Nathaniel Rochester, and Claude E. Shannon, A Proposal for the Dartmouth Summer Research Project on Artificial Intelligence. Dartmouth College archive. 1955. Primary source / official archive. https://jmc.stanford.edu/articles/dartmouth/dartmouth.pdf.

Frank Rosenblatt, The Perceptron: A Probabilistic Model for Information Storage and Organization in the Brain. Psychological Review. 1958. Primary source. https://doi.org/10.1037/h0042519.

Marvin Minsky and Seymour Papert, Perceptrons: An Introduction to Computational Geometry. MIT Press, 1969; expanded edition, 1987. Primary source; the publisher’s page refers to the expanded edition. https://mitpress.mit.edu/9780262631112/perceptrons/.

David E. Rumelhart, Geoffrey E. Hinton, and Ronald J. Williams, Learning representations by back-propagating errors. Nature. 1986. Primary source. https://doi.org/10.1038/323533a0.

IBM, Deep Blue. 1997. Official corporate archive. Accessed: 2026. https://www.ibm.com/history/deep-blue.

Alex Krizhevsky, Ilya Sutskever, and Geoffrey E. Hinton, ImageNet Classification with Deep Convolutional Neural Networks. NeurIPS. 2012. Primary source. https://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks.

Ashish Vaswani et al., Attention Is All You Need. NeurIPS / arXiv. 2017. Primary source. https://arxiv.org/abs/1706.03762.

Joseph Weizenbaum, ELIZA—A Computer Program for the Study of Natural Language Communication Between Man and Machine. Communications of the ACM. 1966. Primary source. https://doi.org/10.1145/365153.365168.

OpenAI, Introducing ChatGPT. 2022-11-30. Official corporate announcement. https://openai.com/index/chatgpt/.

DARPA, ARPANET. 1969. Official institutional archive. Accessed: 2026. https://www.darpa.mil/news/features/arpanet.

Internet Society, New Year's Day Marks 30th Anniversary of Major Milestone for Global Internet. 2013-01-01. Institutional documentation. https://www.internetsociety.org/news/press-releases/2013/new-years-day-marks-30th-anniversary-of-major-milestone-for-global-internet/.

CERN, A short history of the Web. Official institutional archive. Accessed: 2026. https://home.cern/science/computing/the-birth-of-the-web/short-history-web/.

CERN, The open internet and the web. 2013-04-30. Official documentation. https://home.cern/open-internet-and-web/.

W3C Verifiable Credentials Working Group, Verifiable Credentials Data Model v2.0. 2025-05-15. W3C Recommendation. https://www.w3.org/TR/vc-data-model-2.0/.

W3C Verifiable Credentials Working Group, Verifiable Credential Data Integrity 1.0. 2025-05-15. W3C Recommendation. https://www.w3.org/TR/vc-data-integrity/.

W3C Verifiable Credentials Working Group, Securing Verifiable Credentials using JOSE and COSE. 2025-05-15. W3C Recommendation. https://www.w3.org/TR/vc-jose-cose/.

OpenID Foundation, OpenID for Verifiable Credential Issuance 1.0. 2025-09-16. Final Specification. https://openid.net/specs/openid-4-verifiable-credential-issuance-1_0.html.

OpenID Foundation, OpenID for Verifiable Presentations 1.0. 2025-07-09. Final Specification. https://openid.net/specs/openid-4-verifiable-presentations-1_0.html.

National Institute of Standards and Technology, Digital Identity Guidelines, NIST SP 800-63-4. 2025-07-31. Final technical standard. https://doi.org/10.6028/NIST.SP.800-63-4.

Dylan Yaga et al., Blockchain Technology Overview, NISTIR 8202. 2018-10-03. Official technical report. https://doi.org/10.6028/NIST.IR.8202.

World Health Organization, Ethics and governance of artificial intelligence for health. 2021-06-28. Institutional guidance. https://www.who.int/publications/i/item/9789240029200.

World Health Organization, Regulatory considerations on artificial intelligence for health. 2023-10-19. Institutional framework of regulatory considerations, not a regulation. https://www.who.int/publications/i/item/9789240078871.

World Health Organization, Ethics and governance of artificial intelligence for health: Guidance on large multi-modal models. WHO edition and bibliographic citation: 2024; current institutional page dated 2025-03-25. https://www.who.int/publications/i/item/9789240084759; https://www.who.int/publications/b/70584.

WHO Regional Office for Europe, Artificial intelligence is reshaping health systems: state of readiness across the European Union. 2026-04-20. 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. https://www.who.int/europe/publications/i/item/WHO-EURO-2026-12707-52481-81471.

World Health Organization, Artificial intelligence and evidence-informed policy: emerging challenges and opportunities: discussion paper. 2026-04-25. Institutional technical paper; calls for oversight, impact assessments, and human judgment. https://www.who.int/publications/i/item/B09667.

Medical Device Coordination Group, MDCG 2019-11 rev.1, Guidance on Qualification and Classification of Software in Regulation (EU) 2017/745 — MDR and Regulation (EU) 2017/746 — IVDR. 2025-06-17. Official European Commission guidance, not a legislative act. https://health.ec.europa.eu/document/download/b45335c5-1679-4c71-a91c-fc7a4d37f12b_en.

Artificial Intelligence Board / Medical Device Coordination Group, AIB 2025-1 — MDCG 2025-6, Interplay between the Medical Devices Regulation, the In Vitro Diagnostic Medical Devices Regulation and the Artificial Intelligence Act. 2025. Official joint guidance, not a legislative act. https://health.ec.europa.eu/document/download/b78a17d7-e3cd-4943-851d-e02a2f22bbb4_en.

World Health Organization, Mental health of adolescents. Updated 2025-09-01. Institutional fact sheet. https://www.who.int/news-room/fact-sheets/detail/adolescent-mental-health.

World Health Organization, From loneliness to social connection: charting a path to healthier societies — Report of the WHO Commission on Social Connection. 2025-06-30. Institutional report. https://www.who.int/groups/commission-on-social-connection/report.

UNICEF Innocenti, Guidance on AI and Children, Version 3.0. 2025-12. Institutional guidance grounded in children’s rights. https://www.unicef.org/innocenti/reports/policy-guidance-ai-children.

UNICEF, When AI becomes a friend: Child rights risks, harms, and regulatory responses to AI chatbots and companions. 2026-06. Policy brief; regulatory review updated through 2026-05-15, not clinical evidence. https://www.unicef.org/documents/when-ai-becomes-friend-child-rights-risks.

U.S. Federal Trade Commission, FTC Launches Inquiry into AI Chatbots Acting as Companions. 2025-09-11. Regulatory inquiry, not a clinical finding. https://www.ftc.gov/news-events/news/press-releases/2025/09/ftc-launches-inquiry-ai-chatbots-acting-companions.

UNESCO, Guidance for generative AI in education and research. 2023-09-07, page updated 2026-01-16. Institutional guidance. https://www.unesco.org/en/articles/guidance-generative-ai-education-and-research.

Paweł Gmyrek et al., Generative AI and Jobs: A Refined Global Index of Occupational Exposure. ILO Working Paper 140. 2025-05-20. Institutional research report. https://doi.org/10.54394/HETP0387.

Carl Öhman and Luciano Floridi, An ethical framework for the digital afterlife industry. Nature Human Behaviour, 2, 318–320. 2018-04-09. Scientific article. https://doi.org/10.1038/s41562-018-0335-2.

UN Trade and Development, Technology and Innovation Report 2025: Inclusive artificial intelligence for development. 2025-04-07. UN report. https://unctad.org/publication/technology-and-innovation-report-2025.

International Energy Agency (IEA), Energy and AI. 2025-04-10. Institutional report. https://www.iea.org/reports/energy-and-ai.

Arman Shehabi et al., 2024 United States Data Center Energy Usage Report. Lawrence Berkeley National Laboratory / U.S. Department of Energy, 2024-12-19. Official technical report. DOI 10.71468/P1WC7Q. https://eta.lbl.gov/publications/2024-lbnl-data-center-energy-usage-report.

U.S. Geological Survey, Water-Use Terminology. Official page. Accessed: 2026-07-15. Operational definitions of withdrawal and consumptive use. https://www.usgs.gov/mission-areas/water-resources/science/water-use-terminology.

International Organization for Standardization, ISO 14040:2006, Environmental management — Life cycle assessment — Principles and framework; ISO 14044:2006, Environmental management — Life cycle assessment — Requirements and guidelines. Current editions confirmed in 2022. Methodological standards. https://www.iso.org/standard/37456.html; https://www.iso.org/standard/38498.html.

U.S. Geological Survey, Mineral Commodity Summaries 2026. Version 1.3, May 2026. Official report. https://doi.org/10.3133/mcs2026.

International Energy Agency (IEA), Global Critical Minerals Outlook 2025. 2025. Institutional report. https://www.iea.org/reports/global-critical-minerals-outlook-2025.

UNITAR SCYCLE and International Telecommunication Union, Global E-waste Monitor 2024. 2024-03-20. UN report. https://www.itu.int/hub/publication/d-gen-e_waste-01-2024/.

Starcloud, Starcloud-1. Corporate page about its own activities; states that the satellite was launched in November 2025, without demonstrating scale or commercial viability. Accessed: 2026-07-17. https://www.starcloud.com/starcloud-1.

Axiom Space, Orbital Data Centers. Corporate page about its own activities; states that the first two dedicated nodes were launched into low Earth orbit on January 11, 2026. Accessed: 2026-07-17. https://www.axiomspace.com/orbital-data-center.

Google Research, Exploring a space-based, scalable AI infrastructure system design. 2025-11-04. 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. https://research.google/blog/exploring-a-space-based-scalable-ai-infrastructure-system-design/.

European Commission, CORDIS, Advanced Space Cloud for European Net zero emissions and Data sovereignty (ASCEND), grant agreement 101082517: Fact Sheet and Periodic Reporting. Project: 2023-01-01–2024-04-30; report updated: 2026-01-14. Institutional feasibility fact sheet and report; not an independent technical source. Project DOI 10.3030/101082517. Accessed: 2026-07-17. https://cordis.europa.eu/project/id/101082517; https://cordis.europa.eu/project/id/101082517/reporting.

Slava G. Turyshev, Orbital Data Centers: Spacecraft Constraints and Economic Viability. 2026-04-29. Independent technical preprint, arXiv:2604.27197. DOI 10.48550/arXiv.2604.27197. Accessed: 2026-07-17. https://arxiv.org/abs/2604.27197; https://doi.org/10.48550/arXiv.2604.27197.

Mahmoud Al Ahmad, Qurban Memon, and Michael Pecht, Reliability and Risk in Space-Based Data Centers: A Lifecycle Assessment of Orbital Cloud Infrastructure. Applied Sciences, 16(11), 5247. 2026-05-23. Independent peer-reviewed technical article. DOI 10.3390/app16115247. Accessed: 2026-07-17. https://www.mdpi.com/2076-3417/16/11/5247; https://doi.org/10.3390/app16115247.

Andrew R. Wilson, Massimiliano Vasile, Christie Maddock, and Keith Baker, Implementing life cycle sustainability assessment for improved space mission design. Integrated Environmental Assessment and Management, 19, 1002–1022, 2023. Independent peer-reviewed technical article. DOI 10.1002/ieam.4722. Accessed: 2026-07-17. https://onlinelibrary.wiley.com/doi/10.1002/ieam.4722; https://doi.org/10.1002/ieam.4722.

Daniel M. Murphy et al., Metals from spacecraft reentry in stratospheric aerosol particles. Proceedings of the National Academy of Sciences, 120(43), 2023. Independent peer-reviewed scientific article; copy in NOAA’s institutional repository. DOI 10.1073/pnas.2313374120. Accessed: 2026-07-17. https://repository.library.noaa.gov/view/noaa/58476; https://doi.org/10.1073/pnas.2313374120.

Kenya Ports Authority, Port of Mombasa. Institutional page on the port’s multimodal connections with its hinterland. Accessed: 2026-07-17. https://kpa.co.ke/Ports/PortOfMombasa.

Northern Corridor Transit and Transport Coordination Authority, 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. https://www.ttcanc.org/node/70.

NIST, Vision for Success: Facilities for Semiconductor Materials and Manufacturing Equipment. NIST / CHIPS for America. 2023-06-22. Official documentation. https://www.nist.gov/chips/vision-success-facilities-semiconductor-materials-and-manufacturing-equipment.

U.S. Government Accountability Office, Semiconductor Supply Chain: Policy Considerations from Selected Experts for Reducing Risks and Mitigating Shortages. 2022-07-26. Official report. https://www.gao.gov/products/gao-22-105923.

European Commission, European Chips Act. Institutional page on the current framework; not a legislative act. Accessed: 2026. https://digital-strategy.ec.europa.eu/en/policies/european-chips-act.

European Commission, Proposal for the Chips Act 2.0. 2026-06-03. Legislative proposal, not law already enacted. https://digital-strategy.ec.europa.eu/en/library/proposal-chips-act-20.

U.S. Bureau of Industry and Security, Revision to License Review Policy for Advanced Computing Commodities. Final rule, 91 FR 1684, 15 CFR parts 742, 744, and 748, published and effective 2026-01-15; Extension of Authorized Integrated Circuit Designer Status, 91 FR 17851, published 2026-04-09 and effective 2026-04-07; Guidance on Advanced Computing Items, FAQ dated 2026-05. Official acts and guidance; applicability must be verified against the EAR in force and the specific transaction. Accessed: 2026-07-17. https://www.federalregister.gov/documents/2026/01/15/2026-00789/revision-to-license-review-policy-for-advanced-computing-commodities; https://www.bis.gov/regulations/federal-register-notices; https://www.bis.gov/regulations/ear/744; https://www.bis.gov/regulations/ear/748.

International Telecommunication Union and International Cable Protection Committee, International Advisory Body on Submarine Cable Resilience — Report of the Working Groups 2026. Approved 2026-07-10. Final institutional report. https://www.itu.int/hub/publication/s-iab-wg-2026/.

UK Competition and Markets Authority, Cloud services market investigation — final decision. 2025-07-31. Final regulatory decision on the UK public cloud infrastructure market; update: Actions on cloud and business software through the UK digital markets competition regime, 2026-03-31, and launch of the SMS investigation into Microsoft’s software ecosystem, 2026-05-14. https://www.gov.uk/cma-cases/cloud-services-market-investigation; https://www.gov.uk/government/publications/business-software-and-cloud-services.

ENISA, ENISA Threat Landscape 2025. 2025-10-01. Official report. https://www.enisa.europa.eu/publications/enisa-threat-landscape-2025.

ENISA, ENISA’s view on Cybersecurity in the Frontier AI Era. 2026-07-07. Official report with initial recommendations for operational capabilities against machine-speed threats; does not replace the annual Threat Landscape. https://www.enisa.europa.eu/publications/enisas-view-on-cybersecurity-in-the-frontier-ai-era.

United Nations, Final substantive report of the Open-ended Working Group on developments in the field of information and telecommunications in the context of international security, A/75/816. 2021-03-18. Official UN report. https://digitallibrary.un.org/record/3908015.

Robert Chesney and Danielle Keats Citron, Deep Fakes: A Looming Challenge for Privacy, Democracy, and National Security. California Law Review, vol. 107, 2019, pp. 1753–1819. Primary source for the concept of the “liar’s dividend”; DOI 10.15779/Z38RV0D15J. https://www.californialawreview.org/print/deep-fakes-a-looming-challenge-for-privacy-democracy-and-national-security.

European Parliament and Council, Regulation (EU) 2024/1689 (AI Act). 2024-06-13. Law in force; phased application. CELEX 32024R1689; ELI reg/2024/1689/oj. https://eur-lex.europa.eu/eli/reg/2024/1689/oj/eng.

European Commission—AI Act Service Desk, AI Act—Article 50: Transparency obligations for providers and deployers of certain AI systems. Official service concerning Article 50 of Regulation (EU) 2024/1689. Accessed: 2026-07-17. https://ai-act-service-desk.ec.europa.eu/en/ai-act/article-50.

European Commission—AI Act Service Desk, AI Act—Article 53: Obligations for providers of general-purpose AI models. Official service concerning Article 53 of Regulation (EU) 2024/1689. Accessed: 2026-07-17. https://ai-act-service-desk.ec.europa.eu/en/ai-act/article-53.

European Parliament and Council, Regulation (EU) 2016/679 (GDPR). 2016-04-27. Law in force. CELEX 32016R0679; ELI reg/2016/679/oj. https://eur-lex.europa.eu/eli/reg/2016/679/oj/eng.

Article 29 Data Protection Working Party, 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 2018-05-25. Official interpretive guidance; not legislation. https://www.edpb.europa.eu/documents/guideline/automated-decision-making-and-profiling_en.

Court of Justice of the European Union, SCHUFA Holding (Scoring), C-634/21. 2023-12-07. Binding case law in the interpretation of EU law. ECLI:EU:C:2023:957. https://infocuria.curia.europa.eu/tabs/redirect/juris/document/document.jsf?docid=280426&doclang=en.

European Parliament and Council, Regulation (EU) 2024/1183 establishing the European Digital Identity Framework. 2024-04-11. Law in force. CELEX 32024R1183; ELI reg/2024/1183/oj. https://eur-lex.europa.eu/eli/reg/2024/1183/oj/eng.

European Commission, European Digital Identity Wallet implementation. Page updated: 2026-06-22. The framework provides for Member State wallets by the end of 2026; the official Architecture and Reference Framework repository identifies v2.9.0, dated 2026-05-21, as the current release. Institutional page and technical specification. Accessed: 2026-07-17. https://digital-strategy.ec.europa.eu/en/policies/eudi-wallet-implementation; https://github.com/eu-digital-identity-wallet/eudi-doc-architecture-and-reference-framework/releases/tag/v2.9.0.

European Parliament and Council, Regulation (EU) 2022/2065 on digital services (DSA). 2022-10-19. Law in force. CELEX 32022R2065; ELI reg/2022/2065/oj. https://eur-lex.europa.eu/eli/reg/2022/2065/oj/eng.

European Commission—AI Act Service Desk, AI Act—Article 5: Prohibited AI practices. Official service concerning Article 5 of Regulation (EU) 2024/1689. Accessed: 2026-07-14. https://ai-act-service-desk.ec.europa.eu/en/ai-act/article-5.

European Parliament and Council, Directive (EU) 2024/2831 on improving working conditions in platform work. 2024-10-23. EU law requiring transposition; sector-specific scope. CELEX 32024L2831; ELI dir/2024/2831/oj. https://eur-lex.europa.eu/eli/dir/2024/2831/oj/eng.

European Parliament and Council, Directive (EU) 2019/790 on copyright in the Digital Single Market. 2019-04-17. EU law transposed with national differences. CELEX 32019L0790; ELI dir/2019/790/oj. https://eur-lex.europa.eu/eli/dir/2019/790/oj/eng.

European Parliament and Council, Regulation (EU) 2017/745 on medical devices. 2017-04-05. Law in force. CELEX 32017R0745; ELI reg/2017/745/oj. https://eur-lex.europa.eu/eli/reg/2017/745/oj/eng.

European Parliament and Council, Regulation (EU) 2017/746 on in vitro diagnostic medical devices. 2017-04-05. Law in force. CELEX 32017R0746; ELI reg/2017/746/oj. https://eur-lex.europa.eu/eli/reg/2017/746/oj/eng.

European Data Protection Board, Guidelines 05/2022 on the use of facial recognition technology in the area of law enforcement. Final version 2.0, 2023-05-17. Official interpretive guidance; not law. https://www.edpb.europa.eu/system/files/2023-05/edpb_guidelines_202304_frtlawenforcement_v2_en.pdf.

Italian Data Protection Authority, Eredità digitale e art. 2-terdecies del Codice privacy. Institutional guidance; legal basis: Legislative Decree 196/2003, Article 2-terdecies. Accessed: 2026-07-14. https://www.garanteprivacy.it/temi/internet-e-nuove-tecnologie/eredita-digitale.

European Commission, Code of Practice on Transparency of AI-Generated Content. Final version published 2026-06-10; Commission Opinion of July 8, 2026, and AI Board assessment of July 9, 2026, on adequacy. Voluntary instrument for implementing Article 50 of the AI Act; adherence does not constitute conclusive evidence of compliance. https://digital-strategy.ec.europa.eu/en/news/commission-publishes-code-practice-marking-and-labelling-ai-generated-content; https://digital-strategy.ec.europa.eu/en/library/commission-opinion-assessment-code-practice-transparency-ai-generated-content.

European Commission, General-Purpose AI Code of Practice. Final version published 2025-07-10. Voluntary instrument supporting compliance; GPAI obligations apply from 2025-08-02, with AI Office enforcement beginning on 2026-08-02 for new models and 2027-08-02 for existing models. Accessed: 2026-07-17. https://digital-strategy.ec.europa.eu/en/news/general-purpose-ai-code-practice-now-available.