AI server refresh has compressed from a 5-7 year horizon to 18-36 months as GPU generations turn over, creating massive strain on power, cooling, and hardware decommissioning. This blog post breaks down how AI is rewriting data center hardware lifecycles, and how this is affecting disposition volume, planning, and budgets.