Category: EdTech
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Help Co-Design Archie Math and CALLIOPE: An Invitation to SUTD Students
What should AI do when you get stuck? Should it simply give you an answer, or help you think, practise and improve? I am inviting SUTD students to join a 45–60 minute co-design session and help shape two early AI-mediated learning tools: Archie Math and CALLIOPE. This is an opportunity to try working prototypes, share…
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Now Available: Co-Designing Educational AI — From Purpose to Stewardship
My new book is now available: an evidence-based handbook and practical lifecycle for building educational AI with teachers, students, leaders, administrators, and the wider communities whose learning, work, rights, and institutions it affects.
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The Future of Agentic AI in Education: Co‑designing with Teachers
Agentic AI refers to autonomous systems capable of setting goals, planning and executing multi‑step workflows across educational tools. A 2026 review of 28 studies found that most teacher‑AI collaboration involves AI supporting lesson planning and content generation rather than true co‑design. With analysts predicting that 40 % of enterprise applications will embed specialised AI agents by…
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Correct Is Not the Same as Learned
AI tutors can help students reach the right answer faster, but correctness alone does not prove durable understanding. As AI becomes more embedded in education, we need to ask whether learners are truly building mastery, or simply performing well with assistance. The future of educational AI should not just optimise for immediate success, but for…

