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Applied AI·August 3, 2026·1 min read

Nvidia could invest $250bn in OpenAI's 10Gw Ohio data center — but costs could balloon to $500bn

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A single 10GW site with up to $500bn in capex turns AI data centers into national-scale infrastructure projects—on par with major energy or transport assets. If you’re a mid-market buyer, assume your bargaining power on top-tier compute is shrinking and start designing for heterogeneity and efficiency, not peak frontier access.