
Liquid-Cooled AI: Why Air Cooling Is Technical Debt
Air-cooled GPU servers look fine on a spec sheet and thermal-throttle at hour six under real AI workloads. Jon Moen, who has deployed liquid-cooled H200 clusters at research universities and enterprise data centers, explains why liquid cooling is no longer optional — and how to right-size the hardware for training versus inference.
