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Clouds built for AI need more than just GPUs

With the global GPU shortage easing, cloud operators now face a different hurdle: turning racks of expensive hardware into cloud services customers can actually use. According to Red Hat, firms like Microsoft have locked in multi-billion-dollar deals with GPU providers, but running an AI cloud reliably and securely is far trickier than just buying the chips—performance, failures, and compliance rules all create new headaches.

Why it mattersIf you think the AI race is about who owns the fastest chips, think again. The real advantage goes to companies who master running powerful, secure, and compliant cloud services on top of those chips.

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Red HatPrimaryFrom bare metal to diverse AI revenue streams: Navigating the GPU cloud platform challenge12:00 AM
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