A 150-ton precision-milled aluminum machine now drives next-generation semiconductor fabrication. Developed by MIT researchers, the $400 million system optimizes how chips are etched at scale. This hardware reduces manufacturing defects and increases throughput. Engineers can now prototype complex AI hardware architectures faster than traditional industrial methods allow.