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Plugged In: The Hidden Power Behind AI’s Rapid Rise

Turns out, building AI takes a lot more than code.
Cambron Kelly
Contributing Writer
Miniature workers sitting on top of keyboard. Technology concept

The AI boom is charging full speed ahead, but it’s running on something surprisingly old-school: electricity. Lots of it. Behind tools like ChatGPT and other powerful AI systems are massive data centers packed with servers and processors, all running 24/7. They’re the backbone of modern AI, handling everything from search results to medical breakthroughs.

But here’s the catch: these facilities aren’t exactly light on resources. As AI grows more capable, the energy and water it needs are growing, too. With thousands of data centers across the U.S., including a massive concentration in Northern Virginia, the strain on power grids, local water supplies, and communities is growing. The U.S. wants to stay ahead in the global AI race, but doing that sustainably is one of the trickiest challenges yet.

Why It Matters: AI is becoming deeply embedded in the way we live and work, from healthcare to logistics to national defense. But the systems powering it come with big environmental and infrastructure demands. As the U.S. pushes forward in the global AI race, those pressures are triggering new debates about energy policy, climate goals, and how to protect local communities from the fallout.

  • AI Needs Physical Power to Function: Behind every AI interaction is a data center full of specialized chips and cooling systems. These centers consume electricity around the clock and, in many cases, rely on significant water resources for cooling, sparking concerns in drought-prone regions.
  • Energy Use Is Climbing Quickly: Data centers currently use about 2% of all U.S. electricity. Some estimates suggest data centers could account for up to 10% of U.S. electricity use within a few years. Cooling alone eats up nearly 40% of the total energy used in these facilities. Water usage is also raising alarms, especially in regions already dealing with drought.
  • Policy and Investment Are Ramping Up: Industry leaders and lawmakers are pushing for faster energy infrastructure buildouts. The Trump administration is emphasizing AI and energy as national priorities, while some members of Congress are working to cut red tape on energy development.
  • Local Communities Are Pushing Back: Residents near proposed or expanding data centers are worried about rising power bills, environmental risks, and quality-of-life impacts. Some states are now trying to protect citizens from bearing the costs of AI infrastructure growth.
  • New Efficiency Tools Are Emerging: Some companies are experimenting with more energy-efficient AI models and smarter workload management, but scaling these solutions is still a work in progress.

Go Deeper -> As data centers for AI strain the power grid, bills rise for everyday customers – The Washington Post

As demand for AI rises, so do power-thirsty data centers – News From The States

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