Tag: Machine Pedagogical Intelligence
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Featured in Berita Minggu: Designing AI That Helps Students Learn
Berita Minggu / Berita Harian profiles my 2026 Seed Award and the work behind machine pedagogical intelligence, co-designed educational AI and tools that keep educators central.
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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 is entering the wider conversation.
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Athena-ES: A Downloadable AI SuperTutor-in-the-Pocket
Athena-ES is a downloadable AI SuperTutor: an auditable, local learning companion for bringing educational abundance within wider reach.
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Modern Alchemy: The Mythologies of AI in Education
In our rapid pursuit of educational innovation, we frequently fall victim to a new kind of mythology. When a learner interacts with a monolithic Large Language Model, the process is heavily shrouded in an illusion of magic—a frictionless exchange that conceals the critical, underlying cognitive mechanics. We are tempted to treat these black-box systems as…
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Introducing PedOS 1.1 Lumina: A New Era for the LearnAdapt Ecosystem
The LearnAdapt Platform is launching PedOS 1.1 Lumina, a Pedagogical Operating System powered by the Ensemble of Specialized LLMs (ES-LLMs) architecture. Featuring a new developer SDK and the no-code Agentic Studio, Lumina empowers anyone to build AI-driven educational plugins.