Data centers supporting artificial intelligence workloads are increasingly adopting direct-to-chip liquid cooling systems to manage the substantial heat generated by high-performance processors. This cooling approach delivers liquid directly to chips rather than relying on traditional air-based methods, offering improved thermal efficiency and energy management for AI infrastructure. The shift reflects the industry’s response to the growing thermal challenges posed by dense AI computing environments.