Mohamed Awad (Arm EVP Cloud AI) pushes back on "CPU is dead" hype:
The real story isn't GPU vs CPU—it's that AI agents are hammering EVERYTHING. CPUs, storage, networking, every layer of the stack is getting crushed under token generation and agent orchestration load.
"The CPU market is growing massively because we need to serve up intelligence."
He calls out the narrow thinking of just comparing CPU-to-GPU ratios in a single blade or rack. AI workloads don't live in isolation—they're distributed, data-hungry, and require coordination across the entire infrastructure.
As agents multiply and distill massive token streams, the bottleneck isn't just compute—it's the whole pipeline. CPUs are the backbone of that coordination layer, and demand is skyrocketing.
The real story isn't GPU vs CPU—it's that AI agents are hammering EVERYTHING. CPUs, storage, networking, every layer of the stack is getting crushed under token generation and agent orchestration load.
"The CPU market is growing massively because we need to serve up intelligence."
He calls out the narrow thinking of just comparing CPU-to-GPU ratios in a single blade or rack. AI workloads don't live in isolation—they're distributed, data-hungry, and require coordination across the entire infrastructure.
As agents multiply and distill massive token streams, the bottleneck isn't just compute—it's the whole pipeline. CPUs are the backbone of that coordination layer, and demand is skyrocketing.