AI Data Center Demand and Hardware Infrastructure Trends (2024–2025)
Introduction TL;DR: AI data-center demand is now constrained less by “servers” and more by power (MW), cooling, and supply lead times. IEA indicates data-center electricity consumption could rise sharply toward 2026 and continues to face growth pressure through 2030 in its analysis. Market narratives (and volatility) increasingly reflect CAPEX scale and efficiency (PUE, rack density), not just model performance. 1) What’s really driving demand: from GPUs to megawatts AI hardware demand becomes data-center demand when it translates into: ...