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AMD, Arm, and Microsoft have indicated that the rise of agentic AI is poised to significantly shift the traditional CPU-to-GPU ratios in data centers, potentially moving from a 1:4 ratio towards 1:1. This change is attributed to the increased CPU demand for orchestration, tool calls, and memory management inherent in agentic AI workloads.
