Japan's Digital-Textbook Legalisation and AI-Training Consent Waiver — A Cautionary Governance Case
Japan
On 7 April 2026 Japan's Cabinet approved full legal status for digital textbooks, equal to print, alongside a privacy-law amendment …
United Arab Emirates · Dubai · See the United Arab Emirates profile · See the Dubai profile
Evidence: Descriptive / self-reported Top 42% 53/100 · Ask Evidence Copilot about this practice
Dubai's private-school regulator KHDA and the UAE's national PDPL framework now require age-staged, teacher-supervised AI access, mandatory Data Protection Impact Assessments before deployment, and a ban on vendors retraining models on student data — though KHDA itself admits no
Dubai's Knowledge and Human Development Authority (KHDA), which regulates the emirate's large private-school sector, has built generative-AI governance around a staged, age-based access model rather than a blanket ban or blanket permission. Early years and lower-primary students get no independent access to open generative-AI tools — usage is teacher-led. Upper-primary and lower-secondary students are introduced gradually in supervised, group-based activities teaching ethical prompting, bias recognition and fact-checking. Only secondary and older students move to supervised individual use, and AI use is banned outright during formal assessments across all age groups.
Schools must document what personal student data they collect, where it is stored and who has third-party access; no personally identifiable or sensitive health/behavioural data may be entered into public models; vendors must be contractually barred from using student inputs to retrain their models; and schools are expected to run Data Protection Impact Assessments before deploying new AI services, under the UAE's federal Personal Data Protection Law (PDPL). This sits alongside a separate national policy: in May 2025 the UAE Ministry of Education made AI instruction compulsory in public schools from kindergarten through secondary school.
The framework is honestly incomplete by KHDA's own account: a school principal told reporters there is presently no approved or centrally issued list of AI platforms from KHDA for school use, leaving individual schools to conduct their own due diligence — a real gap between the stated principles and centralised enforcement. As KHDA's Rumaisah Wajid put it, 'The challenge is no longer access to tools, but ensuring their quality, safety, and relevance.'
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Japan
On 7 April 2026 Japan's Cabinet approved full legal status for digital textbooks, equal to print, alongside a privacy-law amendment …
United Kingdom
The UK government's June 2025 position on generative AI in schools and colleges: embrace the opportunity, but with human oversight, …
Finland
Finland's education ministry and Opetushallitus published national AI recommendations (31 March 2025) after consulting 172 organisations and youth 'Digiraati' councils, …
Japan
Japan's education ministry issued provisional national guidelines in July 2023 on generative AI in schools, paired with 52 designated pilot …
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