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Soaring GPU prices, debt-funded chip deals and an agentic token explosion — the cost of the hardware and compute powering AI could be what breaks it.

A new class of AI service clouds—GPU clouds and so-called neoclouds—have stormed the market and drawn investor interest. Before we get too excited, however, we should take a close look at how these ...