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Why Near Total Liquid Cooling Is the New Standard for AI Racks

Data centres running AI hardware are increasingly adopting near-total liquid cooling for high-density racks, as traditional air cooling can no longer handle the heat output of modern accelerators. Engineers and industry observers are discussing how direct liquid cooling is becoming the default design choice for new AI infrastructure deployments.

Why now: Rapid growth in AI computing power density is forcing data centre operators and hardware makers to rethink cooling, making this a timely infrastructure topic.

IEEE SpectrumAI data centresliquid coolingGPU racks

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