From Chips to Datacenters: Why Datacenter as a Chip Is Becoming the New AI Architecture
Artificial intelligence workloads are pushing modern datacenters to their architectural limits. As AI models scale across thousands of accelerators, traditional datacenter designs built around loosely coupled servers and software managed coordination increasingly struggle with latency variability, inefficient memory access, and unpredictable performance at scale.