Science & technology | Unclean thoughts

The tricky task of calculating AI’s energy use

Making models less thirsty may not lessen their environmental impact

An illustration showing a brain-shaped circuit board with organic green plants growing from the left and geometric thorny flowers growing from the right. The left and right sides of the illustration are coloured with light and dark palettes respectively.
Illustration: Rose Wong
|8 min read

A fifth of all electricity used in Ireland is spent powering the country’s data centres, more than is used by its urban homes. With one data centre for every 42,000-odd people, Ireland has one of the highest per-person concentrations of computing power in the world. Loudoun County, just outside Washington, DC, beats it: its 443,000 residents rub shoulders with scores of data centres—more than the next six biggest clusters in America combined. In 2022 their peak energy usage was almost 3 gigawatts (GW), a power draw that, if maintained year round, would approach Ireland’s total annual consumption.

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This article appeared in the Science & technology section of the print edition under the headline “Unclean thoughts”

From the April 12th 2025 edition

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