AI's Physical Limits Are Here: Memory Shortages, Grid Strain, and Military Deployment

A trifecta of infrastructure stories — a historic memory-chip shortage, power grid overload warnings, and AI-assisted military strikes — underscores that AI's bottlenecks have moved firmly into the physical world.

Three separate reports this weekend painted a picture of AI demand colliding with physical reality. @business reported that AI demand is triggering a "historic memory-chip shortage" as training and inference workloads consume HBM and DRAM at rates the supply chain cannot match. @NewsHour covered the growing consensus that AI's energy needs are threatening to overwhelm the U.S. power grid, with data center construction outpacing utility capacity planning.

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