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The school as we know it was not designed: it was the point where the State, the factory, the church, and the empire converged. Two hundred years later, we still teach inside that form — and in no discipline does it show more than in mathematics.

AI can take over the procedural — the algorithm, the technique, the practice that builds fluency — until mastery on any standardized test takes the least time possible. Let the test stop being the center and become a formality: let us break it by saturation, with everyone answering at a level where it can no longer stratify anyone.

And then the classroom is free for what no machine can answer: understanding why, and imagining solutions to water scarcity.

Challenging comfortable premises isn't for everyone. If you're ready to build what's next, start here.

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