AI Compute Bottleneck Shifts: Gas Turbines and Liquid Cooling Emerge as Tightest Links

tengyanAI · x · 2026-08-02

Recent AI supply chain data reveals that gas turbines (+8 to 92) and liquid cooling (+7 to 87) saw the biggest increases in scarcity this week, while Ethernet networking (-9) and Intel 18A (-6) eased.

The analysis highlights that as GPU and HBM shortages clear up, the binding constraints for data center campuses have shifted to power generation and cooling infrastructure. The primary bottleneck is migrating from the network stack to the power stack.

Related event: AI Infrastructure Demand Remains High, Supply Chain Bottlenecks Shift to Cooling and Power(2 posts)→

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