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Applied AI·September 15, 2026·1 min read

The AI Inference Revolution Is Here

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Inference, not training, is where the hardware war is shifting—optimizing for latency, cost per token, and energy per query is becoming the main design game. If you’re budgeting AI infra, separate your training and inference strategies explicitly and push vendors on long-term inference economics, not just peak FLOPs.