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MIT's JARVIS Challenge gave 31 undergraduates four weeks to design and test a jet engine using AI as a primary engineering partner. Team 811 Crew won with a successful test. AI accelerated design but manufacturing remained the rate-limiting step. Engineering judgment, not AI, was the decisive differentiator.
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