AI infrastructure is rapidly pushing rack densities beyond the limits of traditional cooling approaches.

This whitepaper explores how thermal requirements will evolve alongside NVIDIA's GPU roadmap, from Blackwell to Rubin and beyond, helping operators understand when to transition from air cooling to liquid cooling technologies.

Read now to discover:

• When air cooling reaches its practical limits and where liquid cooling becomes essential
• The strengths, trade-offs, and ideal use cases for air, immersion, and direct-to-chip cooling
• How to align your cooling strategy with NVIDIA's GPU roadmap, from Blackwell to Rubin and beyond
• Practical guidance for reducing retrofit costs, avoiding thermal bottlenecks, and designing infrastructure that can support future AI workloads with confidence.