The rapid acceleration of AI is reshaping data center design and creating new demands on thermal management strategies. Higher rack densities, increasing power requirements, shorter deployment timelines, and sustainability goals are driving a shift toward liquid cooling and more modular infrastructure approaches. This session will explore the trends transforming the industry, the challenges data center operators must address, and how cooling technologies are evolving to support the next generation of AI-ready facilities.