Category: Research & Publications
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A Functional Taxonomy of Intelligent Systems in Education
Our paper presents a functional taxonomy of intelligent systems in education, from adaptive tutoring to interoperable educational ecosystems.
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Two New Preprints on Auditable Control for Educational AI
Two new preprints connect executable assurance for AI-generated educational plugins with authorisation-aware release control for LLM tutors.
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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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Formalizing Machine Pedagogical Intelligence: Announcing AIED 2026 Acceptance of our “ES-LLMs” Architecture
We are thrilled to announce the acceptance of our latest paper at AIED 2026. This research introduces the ES-LLMs architecture, providing the technical validation for “Machine Pedagogical Intelligence” by replacing monolithic “Black Box” models with a rule-governed, highly efficient team of specialized AI tutors.