AI servers now compete as much on heat management as on computing power
As AI workloads reshape data center design, performance is no longer defined solely by computing power. Thermal management has emerged as an equally decisive battleground. Unlike traditional CPU-centric systems, modern AI servers rely heavily on GPUs and specialized accelerators, each drawing hundreds of watts per chip. The resulting thermal density far exceeds the limits of conventional air-cooling, turning heat dissipation into a core infrastructure challenge rather than a peripheral engineering concern.