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Hyperscalers

Power Demand

+7

AI Runs on Energy — The Hidden Resource Behind the AI Supercycle
LockSimple

Mar 16, 2026

•

9 min read

AI Runs on Energy — The Hidden Resource Behind the AI Supercycle

From GPUs to data centers, a structural analysis of how energy supply, geopolitics, and electricity costs shape the long-term economics of artificial intelligence.

Augustine Lee
Augustine Lee

Data Center

+7

The Energy Constraint of AI — Modeling the Impact of Oil and Power Costs on AI Infrastructure Economics
LockSimple

Mar 16, 2026

•

7 min read

The Energy Constraint of AI — Modeling the Impact of Oil and Power Costs on AI Infrastructure Economics

A scenario analysis of how energy price shocks linked to the Strait of Hormuz could reshape hyperscaler spending and the valuation of AI infrastructure companies.

Augustine Lee
Augustine Lee

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