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Applied AI·July 3, 2026·1 min read

Instead of banning AI, I made a classroom contract with my students

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Moving from AI bans to classroom contracts is an early template for negotiated AI norms in knowledge work. Leaders should expect similar bottom-up pressure from staff — co-designed guidelines often work better than top-down prohibitions that people quietly route around.

Applied AI

Meta could use its compute for its own models, ad scaling, SpaceX-like neocloud deals, and hosting 3rd-party models; it may be close to an Anthropic deal

If Meta starts selling excess compute and hosting third-party models — potentially including Anthropic — it shifts from pure AI consumer to horizontal infra provider. For operators, that means more leverage in cloud and model negotiations, but also a more complex decision: whose ecosystem do you want to be strategically dependent on over the next 3–5 years.