CAPEX networks CAPEX
A modern AI datacenter is not a collection of individual servers, it is a distributed supercomputer where thousands of GPUs must act as a single unified compute fabric. Training a large frontier model like GPT-4 required roughly 10,000 GPUs operating in tight coordination, exchanging weights, gradients and activations