The One-Way Forward Neural Network:Feedforward Models Power Modern AI
That design is called a one-way forward neural network, more formally known as a feedforward neural network.
Infrastructure
Your GPUs Are Waiting on the Network
Distributed training lives or dies on synchronization time.
Every millisecond between clusters compounds across epochs.
AI Infrastructure Is Not Traditional Peering
AI workloads do not behave like web traffic. There is no clean “user → server → response” loop. Instead, you have clusters of GPUs exchanging data constantly.