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AI’s Volatile Power Use Quietly Tests Grid Limits

IEEE Spectrum AI Matt Hasan July 3, 2026
AI’s Volatile Power Use Quietly Tests Grid Limits
AI Summary— plain English for professionals

# AI's Hidden Energy Problem: It's Not Just Using More Power, It's Using It in Chaotic Ways While everyone worries about AI data centers consuming massive amounts of electricity, the real headache for power companies is that AI systems demand power unpredictably and all at once—like millions of people suddenly turning on their air conditioning at the exact same moment. This erratic, synchronized demand is harder to manage than steady, predictable power needs, forcing electrical grids to scramble with new solutions just to keep the lights on.

The rapid expansion of artificial intelligence infrastructure is typically framed as an energy problem. Data centers are projected to consume a growing share of global electricity demand: The International Energy Agency estimates they could account for 3 to 4 percent of total global consumption with

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