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When AI Learns the Trick First: Why Insight Beats Brute Force in Theorem Proving

The trick usually comes before the proof. That is not how most AI demos are staged, of course. The demo asks a model a difficult question, the model produces a long answer, and everyone pretends length is evidence of thought. Mathematics is less polite. A proof can be long, fluent, and wrong. It can also be short because the solver noticed the one move that makes the rest almost mechanical. ...

April 22, 2026 · 16 min · Zelina