The fastest GPU is only as fast as the slowest packet.

For years, data center design has been driven by compute density, virtualization efficiency, and east-west traffic patterns dominated by many small flows. That model breaks down entirely when you step into AI training environments. What you’re building now isn’t just a traditional data center. It’s a distributed, synchronized compute system where the network is a first-class component of performance.