5% GPU utilization: The $401 billion AI infrastructure problem enterprises can't keep ignoring

May 8, 2026 · 1 min read · VentureBeat

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For the last 24 months, one narrative justified every over-provisioned data center and bloated IT budget: the GPU scramble. Silicon was the new oil, and H100s traded like contraband. Reserve capacity now or your enterprise would be left behind.The bill is now due, and the CFO is paying attention. Ga

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