What’s the impact of artificial intelligence on energy demand?

Energy and AI
Computing is efficient
The Biggest Statistic About AI Water Use Is A Lie
This claim about water use has been republished in dozens of other outlets. It is probably the most influential single statistic when talking about AI’s impact on the environment. Anyone who believes it is true will be trying to solve a problem that doesn’t exist.
The article, compellingly, centers on the morality of the customer’s actions. You, the end user, are held responsible for consuming half a liter of water every time you use an LLM. If this were true, you could, clearly, have a meaningful impact by boycotting ChatGPT. It would also be important to try to prevent other people from using ChatGPT, since they are directly responsible for using up a lot of water.
AI Energy Score Leaderboard - a Hugging Face Space by AIEnergyScore
Artificial intelligence and the environment: Looking ahead - Artificial intelligence
Sam Altman claims an average ChatGPT query uses ‘roughly one fifteenth of a teaspoon’ of water
How much energy are you using on AI? | Datawrapper Blog
Climate Change AI
Unknowable energy footprint
The takeaway is that it’s impossible to know with any certainty, because companies don’t disclose what they’re building.
We did the math on AI’s energy footprint. Here’s the story you haven’t heard.
Artificial intelligence: Supply chain constraints and energy implications
Replies to criticisms of my posts on ChatGPT & the environment
Sustainable by design: Next-generation datacenters consume zero water for cooling | The Microsoft Cloud Blog
The AI Boom Is Draining Water From the Areas That Need It Most
AI Energy Use in Everyday Terms
ChatGPT Energy Calcs (Gradient Updates)
AI's carbon footprint: a second look
Claude Artifact | Claude
What's the carbon footprint of using ChatGPT?
A cheat sheet for why using ChatGPT is not bad for the environment
I think a lot of people don’t realize how much water we each use every day.
Almost all electricity generation involves heating water to create steam to spin a turbine.
When I hear people say “50 ChatGPT searches use a whole bottle of water!” I think they’re internally comparing this to the few times a year they buy a bottle of water. That makes ChatGPT’s water use seem like a lot. They’re not comparing it to the 1200 bottles of water they use every single day in their ordinary lives.
Each ChatGPT prompt uses between 10-25 mL of water if you include the water cost of training, the water cost of generating the electricity used, and the water used by the data center to cool the equipment.
This means that every single day, the average American uses enough water for 24,000-61,000 ChatGPT prompts.
ChatGPT and other AI chatbots are extremely, extremely small parts of AI’s energy demand. Even if everyone stopped using all AI chatbots, AI’s energy demand wouldn’t change in a noticeable way at all. The data implies that at most all chatbots are only using 1-3% of the energy used on AI.
I have a similar reaction to the 10x a Google search point. When someone says “ChatGPT uses 10x as much energy as a Google search” I’m sometimes tempted to just say “Yes… 10 Google searches.” and just let that hang. Imagine going back to 2020 and saying “Oh man, I thought my buddy cared about the climate, but I just found out he… oh man I can’t bring myself to say it… he searched Google TEN times today.”
Using ChatGPT is not bad for the environment
Artificial intelligence technology behind ChatGPT was built in Iowa — with a lot of water | AP News
Making an image with generative AI uses as much energy as charging your phone | MIT Technology Review
How much electricity do AI generators consume? - The Verge
Understanding And Curbing Generative AI’s Energy Consumption
AI's Climate Impact Goes beyond Its Emissions | Scientific American
AI’s craving for data is matched only by a runaway thirst for water and energy | John Naughton | The Guardian
The AI Boom Could Use a Shocking Amount of Electricity | Scientific American
Microsoft made the biggest renewable energy agreement ever to fuel its AI ambitions - The Verge
Northern Virginia’s “data center alley” is thirstier than ever