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AI and the Environment: Energy, Water, and Making Thoughtful Choices

The quick take

Short on time? Here’s the whole article in four lines.

  • One text question is small. By Google’s estimate, it uses about as much energy as watching TV for nine seconds.
  • The total is growing fast, though it’s still far smaller than the impact of flying or food and farming.
  • What you make matters. Video and lots of images use far more energy than text.
  • You can use AI and still care about the planet. Use it on purpose, choose the right tool, and skip waste.

Why people are concerned

AI runs in data centers, which are huge buildings full of computers. Those computers need electricity to run and, often, water to stay cool.

ConcernWhat’s going on
ElectricityData centers used about 1.5% of the world’s electricity in 2024. The International Energy Agency expects that to more than double by 2030, to about what Japan uses today.
WaterMany data centers use water for cooling, and more is used by the power plants that supply them. Many new ones are being built in drought-prone areas.
CarbonEmissions depend on where the power comes from. Coal and gas mean more carbon. Solar, wind, and nuclear mean less.
Local communitiesNeighbors worry about water supplies, power bills, and noise. In the U.S., some towns have paused new data centers.
HardwareMaking chips and servers takes energy and materials, and old equipment becomes e-waste.

How much does one question use?

The honest answer is that it depends, and companies don’t share much data.

What you ask forRough energy use
A typical text questionSmall. Google says a median Gemini text prompt uses about 0.24 watt-hours and about five drops of water.
A long or complex taskMore. Bigger models, long documents, and “deep research” modes do much more work.
An imageMore than a typical text answer.
A short videoMuch more. One test found a 5-second AI video used about 700 times the energy of a single high-quality image.

A grain of salt: Google’s figure is its own estimate. Researchers point out that it leaves out things like building the hardware and the heaviest requests. Treat every per-prompt number as a rough guide.

Keeping it in perspective

Here’s how data centers compare with other parts of modern life worldwide.

WhatShare of the world’s total
Data centers (all uses, not just AI)About 1.5% of electricity and about 0.5% of energy-related carbon emissions
Air travelAbout 2.5% of carbon emissions
Food and farmingAbout 26% of greenhouse gas emissions and 70% of the fresh water people use

Data centers are a small slice today, but one of the fastest-growing. The International Energy Agency expects their emissions to roughly double as a share of the total by 2035. It also estimates that AI could cut more emissions in other industries, like energy and manufacturing, than data centers produce. That’s possible, not guaranteed.

Both of these are true:

  • Your personal use is small next to driving, flying, heating your home, or what you eat.
  • The industry’s growth is a real issue. Billions of daily requests add up, and the building boom affects real communities.

So you don’t need to feel guilty about asking AI to help with an email. It’s still worth using it thoughtfully, and paying attention to how the industry grows.

How to use AI thoughtfully

DoWhy it helps
Use AI on purpose, for tasks where it actually saves you timeSkips work that doesn’t need doing
Get it right in fewer tries. Give clear context up front.Fewer redos means less computing. See How to Talk to AI: Prompting Basics.
Pick the right size tool. Use quick modes for simple questions.Deep research and the biggest models use more
Go easy on video and bulk imagesThese are the heaviest tasks
Use a search engine for simple facts like store hoursA regular search is usually lighter
Look at a company’s commitments on clean energy, water, and transparencyYour choices and questions push the industry

For your business

If sustainability matters to your customers, be open about how you use AI, just as you are about other choices. A line on your website about using AI thoughtfully goes further than staying silent or overpromising.

Avoid calling your business “carbon neutral” or “green” because of your AI choices unless you can back it up. Vague green claims can backfire.

What this looks like in real life

Rosa runs a small natural soap company, and her customers care about the environment. She’d been generating dozens of AI product images a week, picking one, and tossing the rest.

She changed her routine. Now she writes one clear, detailed prompt, makes a few images, and uses her own phone photos for product shots. She uses AI mostly for text, like descriptions and emails, and she added a short note about her approach to her About page. Her customers appreciated the honesty.

Where to go next

Sources

Checked October 28, 2026.