NVIDIA inference chips reshape CPU demand

- Industry threads say NVIDIA's inference-focused chips are driving deployments while agentic AI workflows are increasing per-model orchestration and CPU demand alongside GPUs. - The practical effect: teams are provisioning more CPU capacity per GPU to run agent orchestration, parallel model calls and heavier pre/post‑processing in datacenters. - If the trend continues, buyers will favor balanced GPU+CPU nodes and tighter vendor packages for production agent workloads. (x.com 1) (x.com 2)