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Nvidia GPUs are everywhere. Here are the ways companies are accessing them

CNBC · Sat, 10 Oct 2026 07:00:01 -0400

AI labs are spending tens of billions of dollars per year for Nvidia chips that run their models. The demand has led to the blossoming of an industry that hyperscalers once had to themselves, including lucrative one-off arrangements and asset-light strategies.

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