Back matter

References

209 numbered references. In the text, a number in square brackets points here, and each entry links back to the chapters that cite it.

[1] 13abc. (2026, April 15). Private colleges face closure risk as new report estimates 25% will close in next 10 years. https://www.13abc.com/2026/04/15/private-colleges-face-closure-risk-new-report-estimates-25-will-close-next-10-years/ Cited in: Ch 2.

[2] Aczel, B., Szaszi, B., & Holcombe, A. O. (2021). A billion-dollar donation: Estimating the cost of researchers' time spent on peer review. Research Integrity and Peer Review, 6, 14. https://doi.org/10.1186/s41073-021-00118-2 Cited in: Ch 53.

[3] Agarwal, D., Naaman, M., & Vashistha, A. (2025). AI suggestions homogenize writing toward Western styles and diminish cultural nuances. In Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems (pp. 1–21). ACM. https://doi.org/10.1145/3706598.3713564 Cited in: Ch 27, Ch 48.

[4] Alsama Project. (2026). G12++. https://alsamaproject.com/g12 Cited in: Ch 50.

[5] Amiel, T., Cox, G., & de la Higuera, C. (2026). Open education principles: Resisting the metrics of AI black boxes. In UNESCO, The algorithm in the room (pp. 109–115). UNESCO. https://doi.org/10.54675/PMRO5023 Cited in: Ch 45.

[6] Anthropic. (2025, April 8). Anthropic education report: How university students use Claude. https://www.anthropic.com/news/anthropic-education-report-how-university-students-use-claude Cited in: Ch 24.

[7] Anthropic. (2026). Claude's constitution. https://www.anthropic.com/constitution Cited in: Ch 16.

[8] Appoldt, G., & Gong, Z. (2026). Baumol's cost disease: Long-term economic implications where machines cannot replace humans. In UNESCO, The algorithm in the room (pp. 116–120). UNESCO. https://doi.org/10.54675/PMRO5023 Cited in: Ch 45.

[9] Associated Press. (2026, June). Sweden set to ban mobile phones in schools, joining trend of shelving screens for students. WTOP. https://wtop.com/lifestyle/2026/06/sweden-set-to-ban-mobile-phones-in-schools-joining-trend-of-shelving-screens-for-students/ Cited in: Ch 17.

[10] Autor, D. H., Levy, F., & Murnane, R. J. (2003). The skill content of recent technological change: An empirical exploration. Quarterly Journal of Economics, 118(4), 1279–1333. https://doi.org/10.1162/003355303322552801 Cited in: Ch 28.

[11] Bastani, H., Bastani, O., Sungu, A., Ge, H., Kabakcı, Ö., & Mariman, R. (2025). Generative AI without guardrails can harm learning: Evidence from high school mathematics. Proceedings of the National Academy of Sciences, 122(26). https://doi.org/10.1073/pnas.2422633122 Cited in: Ch 2, Ch 10, Ch 15, Ch 26, Ch 44, Ch 47.

[12] Baumol, W. J. (1967). Macroeconomics of unbalanced growth: The anatomy of urban crisis. American Economic Review, 57(3), 415–426. https://www.jstor.org/stable/1812111 Cited in: Ch 45.

[13] Bjork, R. A. (1994). Memory and metamemory considerations in the training of human beings. In J. Metcalfe & A. Shimamura (Eds.), Metacognition: Knowing about knowing (pp. 185–205). MIT Press. Cited in: Ch 9.

[14] Björk, B.-C., & Solomon, D. (2013). The publishing delay in scholarly peer-reviewed journals. Journal of Informetrics, 7(4), 914–923. https://doi.org/10.1016/j.joi.2013.09.001 Cited in: Ch 53.

[15] Bloom, B. S. (1984). The 2 sigma problem: The search for methods of group instruction as effective as one-to-one tutoring. Educational Researcher, 13(6), 4–16. https://doi.org/10.3102/0013189X013006004 Cited in: Ch 34.

[16] Bloomberg. (2026, June 29). China expands AI education across all schools in Xi's technology push. https://www.bloomberg.com/news/articles/2026-06-29/china-pushes-all-school-levels-to-teach-ai-in-xi-s-tech-drive Cited in: Ch 20, Ch 21.

[17] Bonnesen, K., Krygsman, A., Hobson, S., Korczak, D., & Vaillancourt, T. (2026). Affective generative artificial intelligence use and youth mental health. JAMA Pediatrics. https://jamanetwork.com/journals/jamapediatrics/article-abstract/2853453 Cited in: Ch 14.

[18] Brookings Institution. (2026, January 14). A new direction for students in an AI world: Prosper, prepare, protect. Center for Universal Education, Global Task Force on AI in Education. https://www.brookings.edu/articles/a-new-direction-for-students-in-an-ai-world-prosper-prepare-protect/ Cited in: Ch 3.

[19] Brynjolfsson, E., Chandar, B., & Chen, R. (2026). Canaries in the coal mine? Six facts about the recent employment effects of artificial intelligence (August 2026 update). Stanford Digital Economy Lab. https://digitaleconomy.stanford.edu/news/canariesaug26/ Cited in: Ch 2, Ch 29.

[20] Burning Glass Institute. (2026). Which skills matter now? https://www.burningglassinstitute.org/research/whichskillsmatternow Cited in: Ch 39.

[21] Centers for Disease Control and Prevention. (2024). Youth Risk Behavior Survey, United States, 2023. Morbidity and Mortality Weekly Report Supplements, 73(4). https://www.cdc.gov/mmwr/volumes/73/su/su7304a9.htm Cited in: Ch 14.

[22] Chase, C. C., Chin, D. B., Oppezzo, M. A., & Schwartz, D. L. (2009). Teachable agents and the protégé effect: Increasing the effort towards learning. Journal of Science Education and Technology, 18(4), 334–352. https://doi.org/10.1007/s10956-009-9180-4 Cited in: Ch 27.

[23] CNN. (2026, September 14). AI stocks slide after top industry CEOs call for slowdown of technology's development. https://us.cnn.com/2026/09/14/business/ai-stocks-slide-slowdown-development-amodei-altman-intl Cited in: Ch 41.

[24] CNN. (2026, September 2). Nation's largest school district bans AI in the classroom through eighth grade. https://www.cnn.com/2026/09/02/tech/new-york-city-classroom-ai-ban Cited in: Ch 21.

[25] CNN. (2026, August 2). The AI cheating scandal rocking Mexico's most prestigious university. https://www.cnn.com/2026/08/02/americas/mexican-university-unam-ai-cheating-scandal-intl-latam Cited in: Ch 26.

[26] Common Sense Media. (2025). Talk, trust, and trade-offs: How and why teens use AI companions. https://www.commonsensemedia.org/research/talk-trust-and-trade-offs-how-and-why-teens-use-ai-companions Cited in: Ch 14.

[27] Council of Europe. (2026). Recommendation CM/Rec(2026)12 of the Committee of Ministers to member States on artificial intelligence literacy (adopted 2 September 2026). https://search.coe.int/cm/eng?i=09125948802cde8e Cited in: Ch 19.

[28] Council of the European Union. (2026). Council conclusions on teachers in the era of artificial intelligence (Document 9003/26). https://data.consilium.europa.eu/doc/document/ST-9003-2026-INIT/en/pdf Cited in: Ch 36, Ch 43, Ch 46.

[29] Covington & Burling. (2026, May). Senate Judiciary Committee advances GUARD Act regulating minor use of AI. Global Policy Watch. https://www.globalpolicywatch.com/2026/05/senate-judiciary-committee-advances-guard-act-regulating-minor-use-of-ai/ Cited in: Ch 17.

[30] Darling-Hammond, L., Hyler, M. E., & Gardner, M. (2017). Effective teacher professional development. Learning Policy Institute. https://learningpolicyinstitute.org/product/effective-teacher-professional-development-report Cited in: Ch 35.

[31] Dawson, P., Bearman, M., Dollinger, M., & Boud, D. (2024). Validity matters more than cheating. Assessment & Evaluation in Higher Education, 49(7), 1005–1016. https://doi.org/10.1080/02602938.2024.2386662 Cited in: Ch 23, Ch 26.

[32] Department for Education. (2026). Elective home education, autumn term 2025/26. https://explore-education-statistics.service.gov.uk/find-statistics/elective-home-education/2025-26-autumn-term Cited in: Ch 41.

[33] Department for Education. (2026). Keeping children safe in education 2026. https://www.gov.uk/government/publications/keeping-children-safe-in-education--2 Cited in: Ch 43.

[34] Digital Education Council. (2025). Digital Education Council AI literacy framework. https://www.digitaleducationcouncil.com/post/digital-education-council-ai-literacy-framework Cited in: Ch 19.

[35] Digital Education Council. (2025). What faculty want: Key results from the Global AI Faculty Survey 2025. https://www.digitaleducationcouncil.com/post/what-faculty-want-key-results-from-the-global-ai-faculty-survey-2025 Cited in: Ch 33.

[36] Digital Education Council. (2026). AI in higher education global survey 2026. https://www.digitaleducationcouncil.com/resource-library-items/ai-in-higher-education-global-survey-2026 Cited in: Ch 18, Ch 22, Ch 33.

[37] Digital Education Council. (2026). AI skills opportunity map. https://www.digitaleducationcouncil.com/resource-library-items/ai-skills-opportunity-map Cited in: Ch 30.

[38] Doshi, A. R., & Hauser, O. P. (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 Cited in: Ch 27.

[39] EdTech Innovation Hub. (2026). DfE publishes KCSIE 2026 with mobile phone-free default and AI safeguarding rules. https://www.edtechinnovationhub.com/news/dfe-publishes-kcsie-2026-with-mobile-phone-free-default-and-ai-safeguarding-rules Cited in: Ch 43.

[40] Education Endowment Foundation. (2024). ChatGPT in lesson preparation: A Teacher Choices trial. https://educationendowmentfoundation.org.uk/projects-and-evaluation/projects/choices-in-edtech-using-generative-ai-chatgpt-for-ks3-science-lesson-preparation-2024-teacher-choices-trial Cited in: Ch 34.

[41] Education International. (2025, December 5). Using artificial intelligence: Takeaways from TALIS 2024. https://www.ei-ie.org/en/item/31815:using-artificial-intelligence-takeaways-from-talis-2024 Cited in: Ch 33, Ch 48.

[42] eSchool News. (2026, March 25). Student use of AI for homework rises. https://www.eschoolnews.com/digital-learning/2026/03/25/student-use-of-ai-for-homework-rises/ Cited in: Ch 38.

[43] European Commission & OECD. (2026). Empowering learners for the age of AI: An AI literacy framework for primary and secondary education. https://ailiteracyframework.org Cited in: Ch 19.

[44] European Union. (2024). Regulation (EU) 2024/1689 laying down harmonised rules on artificial intelligence (Artificial Intelligence Act). Official Journal of the European Union. https://eur-lex.europa.eu/eli/reg/2024/1689/oj Cited in: Ch 43.

[45] Fabo, C. (2026). Who educates the LLMs? The uncertain role of the nation-state. In UNESCO, The algorithm in the room (pp. 121–124). UNESCO. https://doi.org/10.54675/PMRO5023 Cited in: Ch 45.

[46] Future Science. (2026). Frequently asked questions. https://future-science.org/faq Cited in: Ch 54.

[47] Future Science. (2026). Future Science Archives: Information for authors. https://future-science.org/future-science-archives Cited in: Ch 54.

[48] Gerlich, M. (2025). AI tools in society: Impacts on cognitive offloading and the future of critical thinking. Societies, 15(1), 6. https://doi.org/10.3390/soc15010006 Cited in: Ch 10, Ch 15.

[49] Gibson Dunn. (2026). EU AI Act Omnibus agreement: Postponed high-risk deadlines and other key changes. https://www.gibsondunn.com/eu-ai-act-omnibus-agreement-postponed-high-risk-deadlines-and-other-key-changes/ Cited in: Ch 43.

[50] Goldin, C., & Katz, L. F. (2008). The race between education and technology. Harvard University Press. Cited in: Ch 31.

[51] GovTech. (2026). NYC schools prohibit AI for grading, discipline, IEPs. https://www.govtech.com/education/k-12/nyc-schools-prohibit-ai-for-grading-discipline-ieps Cited in: Ch 41.

[52] GovTech. (2026). Stanford researchers find thin evidence behind AI classroom tools. https://www.govtech.com/education/k-12/stanford-researchers-find-thin-evidence-behind-ai-classroom-tools Cited in: Ch 34, Ch 44.

[53] GSMA. (2025). The state of mobile internet connectivity 2025. https://www.gsma.com/somic/ Cited in: Ch 48.

[54] Guillet, B. D., & Penfold, P. (2013). Conducting immersive research in Second Life: A hotel co-branding case study. International Journal of Hospitality & Tourism Administration, 14(1). https://doi.org/10.1080/15256480.2013.753803 Cited in: Ch 52.

[55] Haarsbjerg, M. (2026). Between wood and algorithms: Crafting AI literacy in TVET. In UNESCO, The algorithm in the room (pp. 73–77). UNESCO. https://doi.org/10.54675/PMRO5023 Cited in: Ch 31.

[56] Inside Higher Ed. (2026, February 26). Agentic AI can complete whole courses for students. Now what? https://www.insidehighered.com/news/tech-innovation/artificial-intelligence/2026/02/26/agentic-ai-can-complete-whole-courses-now Cited in: Ch 24.

[57] Inside Higher Ed. (2026, March 23). Canvas unrolls AI teaching agent. https://www.insidehighered.com/news/tech-innovation/artificial-intelligence/2026/03/23/canvas-unrolls-ai-teaching-agent Cited in: Ch 24.

[58] International Labour Organization. (2026). Workers' exposure to AI: What indicators tell us, and what they don't (Research brief). ILO. https://www.ilo.org/sites/default/files/2026-03/Research%20Brief_Workers%20exposure%20to%20AI.pdf Cited in: Ch 29.

[59] International Rescue Committee. (2026). aprendIA in Nigeria. https://www.rescue.org/aprendIA/Nigeria Cited in: Ch 17, Ch 50.

[60] Kendeou, P., Greene, J. A., Nixon, N., et al. (2026). Ways generative AI can support and threaten learning in K–20 US education (Expert Consensus Report). University of Minnesota College of Education and Human Development, with the UNC-Chapel Hill and UC Irvine Schools of Education. https://cehd.umn.edu/AI-expert-consensus-report-2026 Cited in: Ch 7.

[61] Kennedy, M. M. (2016). How does professional development improve teaching? Review of Educational Research, 86(4), 945–980. https://doi.org/10.3102/0034654315626800 Cited in: Ch 35.

[62] Kestin, G., Miller, K., Klales, A., Milbourne, T., & Ponti, G. (2025). AI tutoring outperforms in-class active learning: An RCT introducing a novel research-based design in an authentic educational setting. Scientific Reports, 15. https://doi.org/10.1038/s41598-025-97652-6 Cited in: Ch 2, Ch 3, Ch 10.

[63] Kokotajlo, D., Alexander, S., Larsen, T., Lifland, E., & Dean, R. (2025). AI 2027. https://ai-2027.com/ Cited in: Ch 3.

[64] Kosmyna, N., Hauptmann, E., Yuan, Y. T., Situ, J., Liao, X.-H., Beresnitzky, A. V., Braunstein, I., & Maes, P. (2025). Your brain on ChatGPT: Accumulation of cognitive debt when using an AI assistant for essay writing task [Preprint]. arXiv. https://arxiv.org/abs/2506.08872 Cited in: Ch 10, Ch 15.

[65] Kraft, M. A., Blazar, D., & Hogan, D. (2018). The effect of teacher coaching on instruction and achievement: A meta-analysis of the causal evidence. Review of Educational Research, 88(4), 547–588. https://doi.org/10.3102/0034654318759268 Cited in: Ch 35.

[66] Larivière, V., Haustein, S., & Mongeon, P. (2015). The oligopoly of academic publishers in the digital era. PLOS ONE, 10(6), e0127502. https://doi.org/10.1371/journal.pone.0127502 Cited in: Ch 53.

[67] Lee, H.-P., Sarkar, A., Tankelevitch, L., Drosos, I., Rintel, S., Banks, R., & Wilson, N. (2025). The impact of generative AI on critical thinking: Self-reported reductions in cognitive effort and confidence effects from a survey of knowledge workers. In Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems. ACM. https://doi.org/10.1145/3706598.3713778 Cited in: Ch 10.

[68] Liang, W., Yuksekgonul, M., Mao, Y., Wu, E., & Zou, J. (2023). GPT detectors are biased against non-native English writers. Patterns, 4(7), 100779. https://doi.org/10.1016/j.patter.2023.100779 Cited in: Ch 25.

[69] Liang, W., Zhang, Y., Wu, Z., Lepp, H., Ji, W., et al. (2025). Quantifying large language model usage in scientific papers. Nature Human Behaviour, 9(12), 2599–2609. https://doi.org/10.1038/s41562-025-02273-8 Cited in: Ch 53.

[70] Lodge, J. M., Howard, S., Bearman, M., Dawson, P., & Associates. (2023). Assessment reform for the age of artificial intelligence. Tertiary Education Quality and Standards Agency. https://www.teqsa.gov.au/sites/default/files/2023-09/assessment-reform-age-artificial-intelligence-discussion-paper.pdf Cited in: Ch 26.

[71] Long, D., & Magerko, B. (2020). What is AI literacy? Competencies and design considerations. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (pp. 1–16). ACM. https://doi.org/10.1145/3313831.3376727 Cited in: Ch 18.

[72] MacAskill, W., & Caviola, L. (2026, July 19). Could AI be conscious? The Guardian. https://www.theguardian.com/technology/2026/jul/19/could-ai-be-conscious Cited in: Ch 16.

[73] Ministry of Education of the People's Republic of China. (2024). Notice of the Office of the Ministry of Education on strengthening artificial intelligence education in primary and secondary schools (Center for Security and Emerging Technology, Trans.). https://cset.georgetown.edu/publication/china-primary-secondary-ai-education-notice/ Cited in: Ch 21.

[74] Muellauer, C. (2026). When my students told me I 'sound like AI'. In UNESCO, The algorithm in the room (pp. 69–72). UNESCO. https://doi.org/10.54675/PMRO5023 Cited in: Ch 14.

[75] Naffi, N. (2026). Deepfakes and the crisis of knowing. In UNESCO, The algorithm in the room (pp. 31–36). UNESCO. https://doi.org/10.54675/PMRO5023 Cited in: Ch 15.

[76] Namvarpour, M., Brofsky, D., Medina, J., Akter, M., & Razi, A. (2026). Understanding teen overreliance on AI companion chatbots through self-reported Reddit narratives. In Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems. ACM. https://arxiv.org/abs/2507.15783 Cited in: Ch 14.

[77] Narayanan, A., & Kapoor, S. (2025). AI as normal technology. Knight First Amendment Institute. https://knightcolumbia.org/content/ai-as-normal-technology Cited in: Ch 3.

[78] National Law Review. (2025). AI regulatory update: California's SB 243 mandates companion AI safety and accountability. https://natlawreview.com/article/ai-regulatory-update-californias-sb-243-mandates-companion-ai-safety-and Cited in: Ch 16.

[79] National Law Review. (2026). EU Digital Omnibus on AI enters into force. https://natlawreview.com/article/eu-digital-omnibus-ai-enters-force Cited in: Ch 43.

[80] Nature. (2025, November 7). Preprint site arXiv is banning computer-science reviews: Here's why. Nature [News]. https://www.nature.com/articles/d41586-025-03664-7 Cited in: Ch 2, Ch 53.

[81] Ng, D. T. K., Leung, J. K. L., Chu, S. K. W., & Qiao, M. S. (2021). Conceptualizing AI literacy: An exploratory review. Computers and Education: Artificial Intelligence, 2, 100041. https://doi.org/10.1016/j.caeai.2021.100041 Cited in: Ch 18.

[82] Novik, A. (2026). Outpaced: When the world changes faster than children grow. In UNESCO, The algorithm in the room (pp. 45–49). UNESCO. https://doi.org/10.54675/PMRO5023 Cited in: Ch 15.

[83] NPR. (2026, January 27). In China, AI is no longer optional for some kids. It's part of the curriculum. https://www.npr.org/2026/01/27/nx-s1-5683821/china-ai-schools-curriculum Cited in: Ch 21.

[84] NPR. (2026, June 5). Poll: Teachers worry AI is impacting students' critical thinking. https://www.npr.org/2026/06/05/nx-s1-5779757/school-ai-education-students-teachers-poll-critical-thinking Cited in: Ch 24, Ch 33, Ch 34.

[85] NPR. (2026, September 28). Schools are experimenting with AI with little evidence or policy to guide them. https://news.wfsu.org/npr-news/2026-09-28/schools-are-experimenting-with-ai-with-little-evidence-or-policy-to-guide-them Cited in: Ch 44.

[86] OECD. (2020). Back to the future(s) of education: Four OECD scenarios for schooling. OECD Publishing. https://doi.org/10.1787/178ef527-en Cited in: Ch 1, Ch 3.

[87] OECD. (2025). Results from TALIS 2024: The state of teaching. OECD Publishing. https://www.oecd.org/en/publications/results-from-talis-2024_90df6235-en.html Cited in: Ch 33.

[88] OECD. (2026). Ecosystems approach to curriculum change (OECD Education Policy Perspectives). OECD Publishing. https://www.oecd.org/en/publications/ecosystems-approach-to-curriculum-change_df1310fd-en.html Cited in: Ch 40.

[89] OECD. (2026, April 9). International aid fell sharply in 2025, says OECD [Press release]. https://www.oecd.org/en/about/news/press-releases/2026/04/international-aid-fell-sharply-in-2025-says-oecd.html Cited in: Ch 2, Ch 49.

[90] OECD. (2026). OECD Digital Education Outlook 2026: Exploring effective uses of generative AI in education. OECD Publishing. https://www.oecd.org/en/publications/oecd-digital-education-outlook-2026_062a7394-en.html Cited in: Ch 41.

[91] OECD. (2026). PISA 2029 media and artificial intelligence literacy (MAIL) assessment framework: First draft. https://www.oecd.org/en/about/projects/pisa-2029-media-and-artificial-intelligence-literacy.html Cited in: Ch 19.

[92] Oltman, S. (2026, June 11). AI absolutism is breaking our brains. The Guardian. https://www.theguardian.com/technology/2026/jun/11/ai-absolutism-apocalyptic-future Cited in: Ch 16.

[93] O'Sullivan, J., & Kelly, M. (2026). Environmental contradictions of large language models in higher education. In UNESCO, The algorithm in the room (pp. 125–130). UNESCO. https://doi.org/10.54675/PMRO5023 Cited in: Ch 45.

[94] Penfold, P. (2009). Learning through the world of Second Life: A hospitality and tourism experience. Journal of Teaching in Travel & Tourism, 8(2–3), 139–160. https://doi.org/10.1080/15313220802634224 Cited in: Ch 52.

[95] Penfold, P. (2026). A new blueprint for learning: Navigating the K-12 AI shift. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/new-blueprint-learning-navigating-k-12-ai-shift-paul-penfold-zt8wc Cited in: Ch 37, Ch 39.

[96] Penfold, P. (2026). AI cheating, leaked papers, and marking errors: How exam protests went global. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/ai-cheating-leaked-papers-marking-errors-how-exam-protests-penfold-m9imc Cited in: Ch 23, Ch 26, Ch 27.

[97] Penfold, P. (2026). AI could close the gap or blow it wide open. Schools will help decide which. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/ai-could-close-gap-blow-wide-open-schools-help-decide-paul-penfold-396yc Cited in: Ch 47, Ch 48, Ch 51.

[98] Penfold, P. (2026). AI in 2035: Four futures for life and learning. Educational Futures, Part 5. https://www.linkedin.com/pulse/ai-2035-four-futures-life-learning-paul-penfold-sdflc Cited in: Ch 1, Ch 4, Ch 6.

[99] Penfold, P. (2026). AI is hiring more people, not fewer. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/ai-hiring-more-people-fewer-paul-penfold-w3joc Cited in: Ch 28, Ch 29.

[100] Penfold, P. (2026). AI is making students perform better and learn less. AI in Education – Deliberately Human newsletter, June 2026. https://paulpenfold.com/blog/ai-making-students-perform-better-learn-less-paul-penfold-jlt4c Cited in: Ch 12.

[101] Penfold, P. (2026). AI just became a safeguarding duty, not a tech decision. Most schools haven't noticed yet. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/ai-just-became-safeguarding-duty-tech-decision-most-schools-penfold-sn0sc Cited in: Ch 42, Ch 43, Ch 46.

[102] Penfold, P. (2026). AI will not decide the future of education – we will. Educational Futures, Part 1. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/ai-decide-future-education-we-paul-penfold-lo81f Cited in: Ch 1, Ch 3, Ch 6.

[103] Penfold, P. (2026). America's biggest school system just hit pause on AI. Here's what we can learn from it. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/americas-biggest-school-system-just-hit-pause-ai-heres-paul-penfold-if6pc Cited in: Ch 18, Ch 21, Ch 22.

[104] Penfold, P. (2026). Beyond automation: Reimagining the teacher's superpower. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/beyond-automation-reimagining-teachers-superpower-paul-penfold-mgdec Cited in: Ch 32, Ch 34.

[105] Penfold, P. (2026). Beyond cheating: Does the current assessment model still work? AI in Education – Deliberately Human. https://www.linkedin.com/pulse/beyond-cheating-does-current-assessment-model-still-work-paul-penfold-2b3qc Cited in: Ch 23, Ch 25.

[106] Penfold, P. (2026). Boston made AI fluency mandatory. One comment asked the harder question. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/boston-made-ai-fluency-mandatory-one-comment-asked-harder-penfold-dmgzc Cited in: Ch 18, Ch 21, Ch 22.

[107] Penfold, P. (2026). Childhood doesn't move at Silicon Valley speed. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/growing-up-machine-speed-paul-penfold-vkpwc Cited in: Ch 13, Ch 15, Ch 17.

[108] Penfold, P. (2026). China cuts 12,000 university degrees for the AI era. Here's the bet it's making. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/china-cuts-12000-university-degrees-ai-era-heres-bet-its-paul-penfold-n43me Cited in: Ch 28, Ch 31.

[109] Penfold, P. (2026). China just put a date on something most school systems are still debating in principle. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/china-just-put-date-something-most-school-systems-still-paul-penfold-4v6qc Cited in: Ch 18, Ch 20, Ch 21.

[110] Penfold, P. (2026). Empowering the educator: Why teacher agency is non-negotiable. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/empowering-educator-why-teacher-agency-non-negotiable-paul-penfold-3yrwc Cited in: Ch 32, Ch 36.

[111] Penfold, P. (2026). Europe just blinked on its AI rules for schools. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/europe-just-blinked-its-ai-rules-schools-paul-penfold-8rdvc Cited in: Ch 42, Ch 43, Ch 46.

[112] Penfold, P. (2026). From policy to practice: How to actually implement AI readiness. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/from-policy-practice-how-actually-implement-ai-paul-penfold-w7xlc Cited in: Ch 37, Ch 41.

[113] Penfold, P. (2026). How we're re-designing assessment for the AI age. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/how-were-re-designing-assessment-ai-age-paul-penfold-r2bmc Cited in: Ch 23, Ch 27.

[114] Penfold, P. (2026). If AI can produce the answer, what should schools assess? AI in Education – Deliberately Human. https://www.linkedin.com/pulse/ai-can-produce-answer-what-should-schools-assess-paul-penfold-hh2vf Cited in: Ch 1, Ch 23, Ch 27.

[115] Penfold, P. (2026). If education is a common good, who's actually paying? AI in Education – Deliberately Human. https://www.linkedin.com/pulse/education-common-good-whos-actually-paying-paul-penfold-rgkhc Cited in: Ch 42, Ch 45.

[116] Penfold, P. (2026). In a world of confident machines, critical thinking is the premium skill. AI in Education – Deliberately Human newsletter, October 2026. https://paulpenfold.com/blog/world-confident-machines-critical-thinking-premium-skill-paul-penfold-nbbjc Cited in: Ch 12.

[117] Penfold, P. (2026). Insights: AI in Education – Deliberately Human [Newsletter archive, 81 long-form articles]. https://paulpenfold.com/blog Cited in: Ch 54.

[118] Penfold, P. (2026). Learn first, then use the AI: What 30 experts say about generative AI and learning. AI in Education – Deliberately Human newsletter, October 2026. https://paulpenfold.com/blog/learn-first-use-ai-what-30-experts-say-generative-learning-penfold-ourdc Cited in: Ch 7, Ch 12.

[119] Penfold, P. (2026). Learning when schools, power and borders fail. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/learning-when-schools-power-borders-fail-paul-penfold-xwj8c Cited in: Ch 1, Ch 47, Ch 48, Ch 49, Ch 50.

[120] Penfold, P. (2026). Our students already use AI. The problem is we haven't taught them how. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/our-students-already-use-ai-problem-we-havent-taught-them-penfold-boooc Cited in: Ch 18, Ch 22.

[121] Penfold, P. (2026). Personalised to become what, exactly? AI in Education – Deliberately Human. https://www.linkedin.com/pulse/personalisation-myth-paul-penfold-tfuqc Cited in: Ch 13, Ch 14.

[122] Penfold, P. (2026). Plan for disruption, not a return to normal. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/plan-disruption-return-normal-paul-penfold-tc2mc Cited in: Ch 1, Ch 6.

[123] Penfold, P. (2026). Schools are buying AI on hope. Here's the evidence they're skipping. AI in Education – Deliberately Human newsletter, October 2026. https://paulpenfold.com/blog/schools-buying-ai-hope-heres-evidence-theyre-skipping-paul-penfold-d8twe Cited in: Ch 12, Ch 42, Ch 44, Ch 46.

[124] Penfold, P. (2026). Stop shopping for AI tools. Start redesigning the institution around them. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/stop-shopping-ai-tools-start-redesigning-institution-around-penfold-lisic Cited in: Ch 37, Ch 41.

[125] Penfold, P. (2026). The 39% problem: Why almost half of what we teach for work is about to change. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/39-problem-why-almost-half-what-we-teach-work-change-paul-penfold-uur7c Cited in: Ch 28, Ch 29, Ch 31.

[126] Penfold, P. (2026). The best AI skill you haven't trained for: Knowing when to say no. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/best-ai-skill-you-havent-trained-knowing-when-say-paul-penfold-yfm6c Cited in: Ch 18, Ch 20, Ch 32, Ch 36.

[127] Penfold, P. (2026). The chatbot your students use might have feelings. Now what? AI in Education – Deliberately Human. https://www.linkedin.com/pulse/chatbot-your-students-use-might-have-feelings-now-what-paul-penfold-7ixhc Cited in: Ch 13, Ch 16.

[128] Penfold, P. (2026). The classroom AI doom loop is already running. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/classroom-ai-doom-loop-already-running-paul-penfold-klnsc Cited in: Ch 23, Ch 24, Ch 27.

[129] Penfold, P. (2026). The Confidence Trap: Why flawless logic isn't always truth. AI in Education – Deliberately Human newsletter, June 2026. https://paulpenfold.com/blog/confidence-trap-why-flawless-logic-isnt-always-truth-paul-penfold-j22vc Cited in: Ch 12, Ch 13, Ch 15.

[130] Penfold, P. (2026). The Council of Europe just told 46 governments what AI literacy actually means. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/council-europe-just-told-46-governments-what-ai-literacy-paul-penfold-ntkoc Cited in: Ch 18, Ch 19, Ch 20.

[131] Penfold, P. (2026). The curriculum isn't the problem. The system around it is. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/curriculum-isnt-problem-system-around-paul-penfold-bnh1c Cited in: Ch 37, Ch 40.

[132] Penfold, P. (2026). The degree paradox: Why your credentials might be decoupling. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/degree-paradox-why-your-credentials-might-decoupling-paul-penfold-rfboc Cited in: Ch 28, Ch 31.

[133] Penfold, P. (2026). The empathy deficit: Is AI replacing the heart of the classroom? AI in Education – Deliberately Human. https://www.linkedin.com/pulse/empathy-deficit-ai-replacing-heart-classroom-paul-penfold-i947c Cited in: Ch 13, Ch 14.

[134] Penfold, P. (2026). The EU Council just spent its first-ever education session on AI. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/eu-council-just-spent-its-first-ever-education-session-paul-penfold-lfukc Cited in: Ch 32, Ch 36, Ch 42, Ch 43.

[135] Penfold, P. (2026). The governance challenge: Making schools safe for innovation. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/governance-challenge-making-schools-safe-innovation-paul-penfold-le3sc Cited in: Ch 46.

[136] Penfold, P. (2026). The great release: A better way to learn for our children and grandchildren. The Future of Learning by 2045, Part 3. Unpublished manuscript. Cited in: Ch 1, Ch 5, Ch 6.

[137] Penfold, P. (2026). The hidden infrastructure: Governance, data, and energy. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/hidden-infrastructure-governance-data-energy-paul-penfold-tdocc Cited in: Ch 42, Ch 45.

[138] Penfold, P. (2026). The last lecture: Will schools and universities still matter in 2045? The Future of Learning by 2045, Part 1. https://www.linkedin.com/pulse/last-lecture-schools-universities-still-matter-2045-paul-penfold-8xhrc Cited in: Ch 1, Ch 5, Ch 6.

[139] Penfold, P. (2026). The Lazy Brain: Why convenience is the enemy of intelligence. AI in Education – Deliberately Human newsletter, June 2026. https://paulpenfold.com/blog/lazy-brain-why-convenience-enemy-intelligence-paul-penfold-fhd3c Cited in: Ch 12, Ch 13, Ch 15.

[140] Penfold, P. (2026). The most important AI conversation your school hasn't had yet. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/most-important-ai-conversation-your-school-hasnt-had-yet-paul-penfold-xwmac Cited in: Ch 37, Ch 41.

[141] Penfold, P. (2026). The people building AI just told us to slow down. Education should listen. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/people-building-ai-just-told-us-slow-down-education-should-penfold-mvxtc Cited in: Ch 37, Ch 39, Ch 41.

[142] Penfold, P. (2026). The quiet crisis: AI is coming for the jobs where people learn. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/quiet-crisis-ai-coming-jobs-where-people-learn-paul-penfold-c4sic Cited in: Ch 28, Ch 29, Ch 30, Ch 31.

[143] Penfold, P. (2026). The robots are coming for routine work. Caring is booming. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/robots-coming-routine-work-caring-booming-paul-penfold-ctjsc Cited in: Ch 28, Ch 31.

[144] Penfold, P. (2026). The skills gap is a message to schools. Are we listening? AI in Education – Deliberately Human. https://www.linkedin.com/pulse/skills-gap-message-schools-we-listening-paul-penfold-mf8bc Cited in: Ch 28, Ch 29, Ch 31.

[145] Penfold, P. (2026). The speed gap: Why institutions are racing against algorithms. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/speed-gap-why-institutions-racing-against-algorithms-paul-penfold-cg3zc Cited in: Ch 37, Ch 38.

[146] Penfold, P. (2026). The water bill behind your school's AI subscription. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/water-bill-behind-your-schools-ai-subscription-paul-penfold-4utxc Cited in: Ch 42, Ch 45, Ch 46.

[147] Penfold, P. (2026). Two schools, two futures: Who will afford a human teacher in 2045? The Future of Learning by 2045, Part 2. https://www.linkedin.com/pulse/two-schools-futures-who-afford-human-teacher-2045-paul-penfold-qtcwc Cited in: Ch 1, Ch 5, Ch 6.

[148] Penfold, P. (2026). Unbundling school: A global movement. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/unbundling-school-global-movement-paul-penfold-lxdjc Cited in: Ch 37, Ch 41.

[149] Penfold, P. (2026). What AI still can't do with its hands. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/what-ai-still-cant-do-its-hands-paul-penfold-wlhtc Cited in: Ch 28, Ch 31.

[150] Penfold, P. (2026). What does "AI literacy" actually mean? The Digital Education Council has an answer worth reading. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/what-does-ai-literacy-actually-mean-digital-education-paul-penfold-ddlac Cited in: Ch 18, Ch 19.

[151] Penfold, P. (2026). What if we just... went back to books? AI in Education – Deliberately Human. https://www.linkedin.com/pulse/what-we-just-went-back-books-paul-penfold-iko4c Cited in: Ch 17.

[152] Penfold, P. (2026). What is school actually for? Rethinking the purpose, not just the methods. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/what-school-actually-rethinking-purpose-just-methods-paul-penfold-fpaec Cited in: Ch 37, Ch 39.

[153] Penfold, P. (2026). When the machine learns to care. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/when-machine-learns-care-paul-penfold-jug7c Cited in: Ch 13, Ch 14, Ch 17.

[154] Penfold, P. (2026). Which tasks can AI actually do, and which ones stay human? AI in Education – Deliberately Human. https://www.linkedin.com/pulse/which-tasks-can-ai-actually-do-ones-stay-human-paul-penfold-a25lc Cited in: Ch 28, Ch 30, Ch 31.

[155] Penfold, P. (2026). Who benefits when AI enters the classroom? Educational Futures, Part 2. https://www.linkedin.com/pulse/who-benefits-when-ai-enters-classroom-paul-penfold-7iddf Cited in: Ch 1, Ch 3.

[156] Penfold, P. (2026). Why "AI will save us" and "AI will destroy us" are the same sales pitch. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/why-ai-save-us-destroy-same-sales-pitch-paul-penfold-hbdtc Cited in: Ch 16.

[157] Penfold, P. (2026). Why PISA 2029's new media & AI literacy test deserves your attention. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/why-pisa-2029s-new-media-ai-literacy-test-deserves-your-paul-penfold-7ol2c Cited in: Ch 18, Ch 19, Ch 22.

[158] Penfold, P. (2026). You can't teach what you're avoiding: Closing the teacher AI gap. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/you-cant-teach-what-youre-avoiding-closing-teacher-ai-paul-penfold-nryfc Cited in: Ch 32, Ch 33, Ch 35, Ch 36.

[159] Penfold, P. (2026). Your AI cheat detector is failing your most vulnerable students. AI in Education – Deliberately Human. https://www.linkedin.com/pulse/your-ai-cheat-detector-failing-most-vulnerable-students-paul-penfold-4mm8c Cited in: Ch 23, Ch 25.

[160] Priestley, M., Biesta, G., & Robinson, S. (2015). Teacher agency: An ecological approach. Bloomsbury. Cited in: Ch 36.

[161] PwC. (2026). 2026 Global AI Jobs Barometer. https://www.pwc.com/gx/en/news-room/press-releases/2026/pwc-2026-ai-jobs-barometer.html Cited in: Ch 29.

[162] Rahman, A., & Freeman, A. (2025). Artificial intelligence and education systems in 2035: Fourteen trends and five scenarios for how the future might unfold. EdTech Hub and IDRC. https://doi.org/10.53832/edtechhub.1125 Cited in: Ch 1, Ch 3.

[163] Rahman, A., & Freeman, A. (2025). Education in conflict and crisis in 2035: Twelve trends and five scenarios for how the future might unfold. EdTech Hub and IDRC. https://doi.org/10.53832/edtechhub.1126 Cited in: Ch 1, Ch 3, Ch 49, Ch 50.

[164] Roediger, H. L., & Karpicke, J. D. (2006). Test-enhanced learning: Taking memory tests improves long-term retention. Psychological Science, 17(3), 249–255. https://doi.org/10.1111/j.1467-9280.2006.01693.x Cited in: Ch 9.

[165] Sanchez Salas, M. (2026). Trauma, education and AI in conflict contexts: Care and control. In UNESCO, The algorithm in the room (pp. 54–58). UNESCO. https://doi.org/10.54675/PMRO5023 Cited in: Ch 17.

[166] Sanoma Learning. (2026, September 24). European teachers are adopting AI rapidly, but want tools built for education. GlobeNewswire. https://www.globenewswire.com/news-release/2026/09/24/3367985/0/en/european-teachers-are-adopting-ai-rapidly-but-want-tools-built-for-education.html Cited in: Ch 33, Ch 44.

[167] Save the Children. (2025, June 5). About 300,000 children risk losing education as learning centres in Rohingya camps shut due to funding cuts. https://www.savethechildren.net/news/about-300000-children-risk-losing-education-learning-centres-rohingya-camps-shut-due-funding Cited in: Ch 49.

[168] Save the Children. (2026, January 20). Education in refugee camps on Thailand–Myanmar border reaches "breaking point". https://www.savethechildren.net/news/education-refugee-camps-thailand-myanmar-border-reaches-breaking-point-report Cited in: Ch 49.

[169] SIPRI. (2026, April 27). Global military spending rise continues as European and Asian expenditures surge [Press release]. https://www.sipri.org/media/press-release/2026/global-military-spending-rise-continues-european-and-asian-expenditures-surge Cited in: Ch 2, Ch 49.

[170] Slamecka, N. J., & Graf, P. (1978). The generation effect: Delineation of a phenomenon. Journal of Experimental Psychology: Human Learning and Memory, 4(6), 592–604. https://doi.org/10.1037/0278-7393.4.6.592 Cited in: Ch 9.

[171] Solomon, D., & Holmes, O. (2026, August 16). AI cheating, leaked papers and marking errors: How exam protests went global. The Guardian. Syndicated copy: https://www.aol.co.uk/articles/ai-cheating-leaked-papers-marking-070019000.html Cited in: Ch 26.

[172] South China Morning Post. (2026). China's universities cut 12,000 'obsolete' degrees amid race to embrace AI era. https://www.scmp.com/economy/china-economy/article/3356913/chinas-universities-cut-12000-obsolete-degrees-amid-race-embrace-ai-era Cited in: Ch 31.

[173] Spence, M. (1973). Job market signaling. Quarterly Journal of Economics, 87(3), 355–374. https://doi.org/10.2307/1882010 Cited in: Ch 31.

[174] Spring University Myanmar. (n.d.). https://www.springuniversitymm.com/ Listed in the source paper; not cited in a chapter.

[175] Stanford HAI. (2026). The 2026 AI Index report: Education. Stanford Institute for Human-Centered Artificial Intelligence. https://hai.stanford.edu/ai-index/2026-ai-index-report/education Cited in: Ch 18, Ch 22, Ch 33.

[176] StateScoop. (2026). NYC schools ban student use of generative AI in classrooms through middle school. https://statescoop.com/nyc-schools-ban-student-use-of-generative-ai-in-classrooms-through-middle-school/ Cited in: Ch 21.

[177] Sweller, J. (1988). Cognitive load during problem solving: Effects on learning. Cognitive Science, 12(2), 257–285. https://doi.org/10.1207/s15516709cog1202_4 Cited in: Ch 9.

[178] Times Higher Education. (2026, May 14). Two-fifths of universities expect deficits amid student downturn. https://www.timeshighereducation.com/node/742942 Cited in: Ch 2.

[179] Tooley, J. (2009). The beautiful tree: A personal journey into how the world's poorest people are educating themselves. Cato Institute. Cited in: Ch 41.

[180] UK Government Office for Science. (2026). AI scenarios 2030: Helping policymakers plan for the future of AI. https://www.gov.uk/government/publications/ai-scenarios-2030-helping-policymakers-plan-for-the-future-of-ai/ai-scenarios-2030-helping-policymakers-plan-for-the-future-of-ai Cited in: Ch 1, Ch 3.

[181] UNDP. (n.d.). Kolibri (Learning Equality). Digital X. https://digitalx.undp.org/catalogs/kolibri.html Listed in the source paper; not cited in a chapter.

[182] UNESCO. (2021). Reimagining our futures together: A new social contract for education. UNESCO. https://doi.org/10.54675/ASRB4722 Cited in: Ch 1, Ch 3.

[183] UNESCO. (2023). Global education monitoring report 2023: Technology in education: A tool on whose terms? UNESCO. https://doi.org/10.54676/UZQV8501 Cited in: Ch 45.

[184] UNESCO. (2023). Guidance for generative AI in education and research. UNESCO. https://doi.org/10.54675/EWZM9535 Cited in: Ch 12.

[185] UNESCO. (2024). AI competency framework for students. UNESCO. https://doi.org/10.54675/JKJB9835 Cited in: Ch 19.

[186] UNESCO. (2024). AI competency framework for teachers. UNESCO. https://doi.org/10.54675/ZJTE2084 Cited in: Ch 19, Ch 36.

[187] UNESCO. (2024). Global report on teachers: Addressing teacher shortages and transforming the profession. UNESCO. https://www.unesco.org/en/articles/global-report-teachers-what-you-need-know Cited in: Ch 2, Ch 34.

[188] UNESCO. (2026). Education ministers call for education to remain a common good in the age of AI. https://www.unesco.org/en/articles/education-ministers-call-education-remain-common-good-age-ai-unescos-digital-learning-week Cited in: Ch 6, Ch 43.

[189] UNESCO. (2026). The algorithm in the room: Seeing and confronting the implications of AI and the futures of education. UNESCO. https://doi.org/10.54675/PMRO5023 Cited in: Ch 13, Ch 24, Ch 42, Ch 48.

[190] UNESCO-UNEVOC. (2026). Integrating AI in TVET: A practical guide for institutions (C. Yang, W. Wu, & H. Tegelbeckers). UNESCO. https://connect.unevoc.unesco.org/home/UNESCO+Publications/lang=en/akt=detail/qs=6849 Cited in: Ch 41.

[191] UNHCR. (2026, October 2). 5.8 million refugee children still out of school as funding cuts threaten hard-won progress. https://www.unhcr.org/news/press-releases/unhcr-5-8-million-refugee-children-still-out-school-funding-cuts-threaten-hard Cited in: Ch 2, Ch 49.

[192] UNICEF. (2025). After two years of war: Gaza's education system on the brink of collapse. https://www.unicef.org/sop/stories/after-two-years-war-gazas-education-system-brink-collapse Cited in: Ch 49.

[193] UNICEF. (2025, January 24). Nearly a quarter of a billion children's schooling was disrupted by climate crises in 2024. https://www.unicef.org/press-releases/nearly-quarter-billion-childrens-schooling-was-disrupted-climate-crises-2024-unicef Cited in: Ch 2.

[194] UNICEF. (2026). UNESCO, UNICEF and ITU launch landmark Charter for Public Digital Learning Platforms. https://www.unicef.org/digitaleducation/Charter-Launch Cited in: Ch 43, Ch 46.

[195] United Nations. (2024). World population prospects 2024: Key messages. https://population.un.org/wpp/assets/Files/WPP2024_Key-Messages.pdf Cited in: Ch 2.

[196] United Nations University. (2026). Environmental cost of AI's energy use: Carbon, water and land footprints. UNU-INWEH. https://unu.edu/inweh/news/environmental-cost-of-AIs-Enrgy-Use-carbon-water-and-land-footprints Cited in: Ch 45.

[197] University of Ottawa. (2026). uOttawa study finds AI use for emotional support may signal youth distress. https://www.uottawa.ca/en/news-all/uottawa-study-finds-ai-use-emotional-support-may-signal-youth-distress Cited in: Ch 14.

[198] WBUR. (2026, March 26). With new program, Boston to ensure AI literacy in public high schools. https://www.wbur.org/news/2026/03/26/boston-public-schools-ai-literacy Cited in: Ch 21.

[199] Weber-Wulff, D., Anohina-Naumeca, A., Bjelobaba, S., Foltýnek, T., Guerrero-Dib, J., Popoola, O., Šigut, P., & Waddington, L. (2023). Testing of detection tools for AI-generated text. International Journal for Educational Integrity, 19, 26. https://doi.org/10.1007/s40979-023-00146-z Cited in: Ch 25.

[200] Wineburg, S., & McGrew, S. (2019). Lateral reading and the nature of expertise: Reading less and learning more when evaluating digital information. Teachers College Record, 121(11), 1–40. https://doi.org/10.1177/016146811912101102 Cited in: Ch 22.

[201] World Bank. (2026). AI and the future of education: From policy to implementation at scale (Global EdTech Policy Academy, Seoul, 31 August–4 September 2026). https://www.worldbank.org/en/events/2026/08/31/ai-future-education-policy-to-implementation Cited in: Ch 43.

[202] World Bank. (2026). World development report 2026: The promise of artificial intelligence. https://www.worldbank.org/en/publication/wdr2026 Cited in: Ch 50.

[203] World Economic Forum. (2025). Future of jobs report 2025. https://www.weforum.org/publications/the-future-of-jobs-report-2025/ Cited in: Ch 29, Ch 31.

[204] World Economic Forum. (2026). Four futures for jobs in the new economy: AI and talent in 2030. https://www.weforum.org/publications/four-futures-for-jobs-in-the-new-economy-ai-and-talent-in-2030/ Cited in: Ch 1, Ch 3.

[205] World Economic Forum. (2026). Shaping the future of learning: Education readiness for the age of AI. https://www.weforum.org/publications/shaping-the-future-of-learning-education-readiness-for-the-age-of-ai/ Cited in: Ch 13, Ch 14, Ch 15, Ch 25, Ch 26, Ch 27, Ch 31, Ch 34, Ch 36, Ch 38, Ch 39, Ch 41, Ch 43, Ch 45, Ch 46.

[206] World Economic Forum. (2026). Unbundling school: How a new financing mechanism is building modular education for the future. https://www.weforum.org/stories/education-and-skills/unbundling-school-how-a-new-financing-mechanism-is-building-modular-education-for-the-future/ Cited in: Ch 41.

[207] World Economic Forum & PwC. (2026). Artificial intelligence and the future of entry-level work: A framework for safeguarding and reinventing early career pathways. https://www.weforum.org/publications/artificial-intelligence-and-the-future-of-entry-level-work-a-framework-for-safeguarding-and-reinventing-early-career-pathways/ Cited in: Ch 29, Ch 30.

[208] Yidan Prize Foundation. (2026). 2026 Yidan Prize Conference Series: Seoul edition. https://yidanprize.org/events-and-news/events/2026-yidan-prize-conference-seoul Cited in: Ch 39.

[209] UNESCO, International Labour Organization, UNICEF & Education International. (2026, 5 October). World Teachers' Day joint message on the 60th anniversary of the Recommendation concerning the Status of Teachers. As reported by Africanews, 6 October 2026: https://www.africanews.com/2026/10/06/world-needs-50-million-additional-teachers-by-2030-unesco-says/ Cited in: Ch 2, Ch 34.