Why real-world AI performance depends on the control layer

AI infrastructure is a systems problem. The CPU is at its center Sponsored Post Discussions on AI infrastructure performance tend to focus on accelerators: tensor cores, GPU counts, and peak FLOPS. Those metrics matter. But in production environments, accelerator throughput rarely operates in isolation. Data needs to be ingested, staged, transformed, secured, scheduled, and moved across memory and network fabrics before a single