Mature AI Use vs. Immature AI Use
Mike Kentz,
How We Frame Machines,
May 06, 2026
This paper makes a useful distinction which I'll share here, so you don't have to wade through the AI-generated reams of text. It divides AI use policies into two domains: ethics, and maturity. You can take it from there; the actual paper employs a naive (though commonly held) perspective on ethical frameworks as "meant to govern behavior across a community," while on the other side growth, effort and learning from feedback are taken as indicators of maturity. The useful bit in this paper is that our immediate reaction should not be to just create an ethics policy that governs allowable use. We need to look beyond what we shouldn't do, to what it's worthwhile to do. This requires a lot more thought. (p.s. a link to 'Glow and Grow', for the record).
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