NEWS: The Cost of Misforecasting: How Ignoring Non-AI Demand Risks the Grid

While policymakers obsess over AI energy use, a "quiet" surge from the rest of the economy actually accounts for the vast majority of future demand. (Rand)

  • Nonprofit research org Rand points out that nearly 75% of projected load growth comes from non-AI sectors like EVs, heat pumps, and industrial reshoring—yet traditional models are failing to capture this “background” rise, risking billions in wasted infrastructure or catastrophic blackouts.

  • Analysts argue utilities should abandon old “predict-and-optimize” strategies for alternative decision-making frameworks that prioritize flexible investments (like grid enhancing tech) that work across multiple chaotic scenarios.

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