AI models are getting close to designing hardware better than humans, and that shifts where the hard problems are: - Better simulation, so physical builds become confirmation instead of experiments - Demand shifts toward parts, machining and raw materials - AI labs need to capture the "process knowledge" that lives in machinists and fabs The one step even superhuman AI will struggle to speed up: "A superhuman hardware engineer could design one million new iterations of the Apple Watch and…