Stephen Downes

Knowledge, Learning, Community

This article offers less a 'framework' and more a mantra. Here it is: "students should be allowed to use all resources - including LLMs - during preparation. However, the production of final evidence of learning should occur under supervised conditions within the school environment and under teacher oversight." What strikes me about that 'framework' is its sheer impracticality. The reliance on humans to scrutinize and evaluate in-person student production was been historically a huge limiting factor in education, and it would remain one in the future under this model.

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

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Last Updated: Aug 24, 2026 8:59 p.m.

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