AIEd Knowledge Base
Doug Holton,
AI in Education Knowledge Base,
Sept 12, 2026
So now we know what Doug Holton did with his summer. This is the AI in Education Knowledge Base, a sweeping project that challenges the imagination. Core navigation is based on concepts that radiate out from a core AI in Education concept. Each concept is a markdown article on GitHub which I think is authored by an AI that interacts with the knowledge base. Concept articles are based on academic articles; these are summarized and stored on GitHub (again, I think, by AI). An important part of the structure, and probably also how AI works with the content, is the set of connections between concepts and articles, which creates a knowledge graph, using wiki notation. A set of skills informs the AI how to work with custom Astro wiki software. Readers interact with it through AI-based inquiries or via a set of generated FAQs. I really like the thinking behind this, but how useful is it in practice? The concepts and summaries aren't especially readable; they're clear enough, but there's a lot of padding and fluff. But you use your own AI to interact with it; the concepts and summaries are context, not content. More concerning is the claim to be a knowledge base. The articles are generally read uncritically, with everything in them presented as fact (or, at least, factoid). Via Alan Levine.
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