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The Megawatt Mirror: How Data Center Finance Is Rewiring the Energy Landscape

Brandon Owens

Brandon Owens

28 Sep 2025 6 min
The Megawatt Mirror: How Data Center Finance Is Rewiring the Energy Landscape

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The Year the Grid Met AI: 2025 and the Collision Between Exponential Compute and Linear Infrastructure

The Year the Grid Met AI: 2025 and the Collision Between Exponential Compute and Linear Infrastructure

Generative AI didn’t just increase electricity demand—it shattered planning assumptions. In 2025, utilities faced fast, concentrated load, broken forecasts, and new reliability risks, forcing a shift from passive supply to active stewardship of compute-driven infrastructure.
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What’s Holding Utilities Back from Scaling the Grid for AI?

What’s Holding Utilities Back from Scaling the Grid for AI?

AI demand moves in months while grid infrastructure moves in years, creating a strategic mismatch. Unless utilities evolve from building capacity to orchestrating flexible demand, the grid becomes the bottleneck of the AI economy
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The Great Shift in AI Infrastructure: From Hyperscale Training to Edge-Based Real-Time Action

The Great Shift in AI Infrastructure: From Hyperscale Training to Edge-Based Real-Time Action

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