AMD: Agentic AI Shifts Data Center CPU/GPU Ratio Toward 1:1 — Structural Architecture Change
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AMD argues that agentic AI is driving a structural shift in data center architecture. The CPU-to-GPU ratio is moving from 1:8 or 1:4 toward 1:1 as agents require CPU-heavy orchestration workloads alongside GPU inference. This means entirely new racks of CPU servers alongside GPU infrastructure — a thesis with major implications for chip demand.