Artificial intelligence is fundamentally changing how data centers are designed. As AI factories evolve from clusters of thousands of GPUs to infrastructures supporting hundreds of thousands of accelerators, the network fabric has become one of the defining constraints on performance, scalability, power efficiency, and cost.