Stephen Downes

Knowledge, Learning, Community

This is a useful article in that it fulfills its stated purpose: it gives the reader a good description of what a knowledge base looks like and how each element is used to make the AI that uses it more responsive and accurate. But what struck me as I read it is that it offers a good analogy to a human's knowledge base - there is the set of guides, conventions and rules that "mirrors what you';d find in a senior employee's mental toolkit." There's the data in a database. There are policy and procedure manuals. And then there is the semi-structured knowledge equivalent to a knowledge wiki or even a personal library. Each person's knowledge base is unique, and each has their own 'data moat' - the distinctive knowledge that gives them value in the workplace. Via Miguel Guhlin.

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Stephen Downes Stephen Downes, Casselman, Canada
stephen@downes.ca

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Last Updated: Nov 25, 2025 08:38 a.m.

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