Air cooling alone cannot handle modern GPU-heavy hardware. Many new builds now use direct-to-chip liquid cooling, coolant distribution units and heat exchangers, which means mechanical and plumbing design inside a space that used to hold only servers. A small mistake in pipe routing or flow rate can cause hot spots, and hot spots can cause throttling or unplanned shutdowns. https://auerbridge.com/research/water-stewardship-verification/