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An AI hyperscaler does not have a traditional data center heat problem. It has a rapidly changing, extremely concentrated heat-rejection problem. A single high-density AI rack can impose thermal loads that would have once been spread across an entire row of conventional servers. When that heat is not removed predictably, the result is not merely a warm room. It can mean processor throttling, equipment faults, shortened component life, lost capacity, and a facility that cannot add the next genera …