This interactive peer-to-peer discussion will address the challenges of operating data centers that host AI workloads. How can we accommodate higher densities while ensuring cooling and availability? The discussion will focus on technical adaptations, maintenance practices, and the trade-offs required to balance capacity, energy efficiency, and service continuity.