In his presentation at NFMT East, Steve Spinazola lays out how GPU-driven data centers are changing the demands on mechanical systems, and why hybrid cooling designs may offer a more practical path than the all-or-nothing approaches often dominating the conversation. These hybrid systems are capable of supporting both liquid- and air-cooled loads, offering a more efficient and adaptable alternative to oversized air-cooled chiller plants designed around outdated assumptions.