Beyond the GPU: Optimizing the AI Factory as a System

An AI factory is not a bigger data center. It is specifically built to manufacture intelligent tokens, not to serve web pages and email. When a hyperscaler or neocloud puts billions of dollars and years into building an AI factory, the GPUs doing the computational heavy lifting naturally become a priority. But optimizing the GPU alone does not optimize the factory around it. Power and thermal systems have to support that compute, and the decisions made in one system can have significant…

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