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Deep & Emerging Tech·October 8, 2026·1 min read

SemiAnalysis: China has 24 GW of operational compute capacity and another 50 GW planned or under construction, compared to 56 GW operational in the US

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China planning 50 GW on top of 24 GW operational compute versus 56 GW in the US reframes AI as a power race, not just a chip race. For global operators, data residency and model deployment decisions will increasingly track where cheap, reliable gigawatts—not just GPUs—are available.

Deep & Emerging Tech

A look at Emeryville, CA-based Atomic Machines, which is training AI on materials and designs to revamp how microelectromechanical systems (MEMS) are built

AI-driven design for MEMS and micro-robots collapses iteration cycles in a part of the stack that’s been slow and artisanal—this is software eating fabrication recipes. Hardware teams should start mapping where generative design and simulation can replace manual CAD and trial-and-error in their own component pipelines.