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Building the Next Educational AI With Partners: Inside the LearnAdapt Ecosystem
LearnAdapt is inviting educators, researchers, institutions and product teams to co-design focused educational applications around real learning problems, using PedOS, Agentic Studio and a wider governed ecosystem.
4 min read
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Introducing LearnAdapt Praxis: A Five-Stage Journey from Learning to Workplace Practice
LearnAdapt Praxis helps adults move through Frame, Learn, Build, Validate, and Transfer while keeping their Design·AI learning journey visible to both learner and facilitator.
4 min read
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Introducing TeamLens: Bringing Research into Critsly’s Plugin Development
Introducing TeamLens, Critsly’s new consent-based plugin for sharing self-reported MBTI types within a board. I reflect on its place in conversations about teamwork, our commitment to evidence-based plugin…
4 min read
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Introducing RankCert: When Is Simulation Evidence Strong Enough to Select an AI Tutor?
RankCert tests when simulated learners support selecting one AI tutoring policy—and when structural uncertainty makes abstention the more defensible result.
4 min read
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Honoured to Receive the 2026 DBCS Seed Award
I’m grateful to be recognised by Design Business Chamber Singapore as a 2026 Seed Award winner, and to Prof Lay Kee (Ricky) Ang and Dr Sumbul Khan for…
4 min read
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My ES-LLMs Paper Selected as Further Reading by BOLD and EdTechnical
BOLD’s EdTechnical episode ‘Why chatbots aren’t the future of educational AI’ has selected my AIED 2026 paper on ES-LLMs as further reading—an encouraging sign that interpretable pedagogical orchestration…
4 min read
