The focus of the AI ​​computing power race is quietly shifting: with the explosive growth of AI agents, CPUs are evolving from a supporting role in data centers to a critical bottleneck. The CPU to GPU ratio is expected to plummet from 1:8 to 1:1, with computing power demand increasing fourfold.