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Agentic AI is changing the infrastructure equation. As AI moves from simple responses to planning and workflow execution, the CPU-to-GPU rat

Agentic AI is changing the infrastructure equation. As AI moves from simple responses to planning and workflow execution, the CPU-to-GPU ratio is shifting from 1:8 or 1:4 toward 1:1. Enterprises need new CPU compute layers alongside GPU infrastructure to handle the orchestration https://t.co/VRMiLfSSlD

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Agentic AI is changing the infrastructure equation. As AI moves from simple responses to planning and workflow execution, the CPU-to-GPU rat

Why it matters: Product updates often signal what builders may need to retest, reroute, or adopt next.

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