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The main technical hurdle lies in the quality of heat produced by data centers. Low-grade heat must first be upgraded using heat pump systems to make it suitable for district heating networks.

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The team at xAI, partnering with Supermicro and NVIDIA, is building the largest liquid-cooled GPU cluster deployment in the world.