AI's Hidden Cost: Data Centers Consumed 448 Trillion Watt-Hours as Experts Warn of Growing Impact

AI is an energy and water hog, here's what you can do to counter that

WASHINGTON (AP) -- As the world tries to curb human-caused climate change and not run dry of water, every online query is increasing our environmental footprint and exacerbating the problem. Artificial intelligence and the data centers they require use growing amounts of energy and are water hogs -- and AI companies aren't transparent about how much of those resources they use, experts said. So each time you turn to the internet and seek an AI-fueled response, it's gobbling up precious resources. "AI is going in the opposite direction to decarbonization efforts," said cognitive computer scientist Sasha Luccioni, co-founder and chief scientific officer of the Sustainable AI Group. "We should be thinking about where we are going towards. If you're recycling and a vegan but then you're using ChatGPT to do your multiplication for you, well that's kind of against the trend." "It's like one other thing among many to think about when you're like developing these daily habits," Luccioni said. "It is not too late. You are not obliged to use AI for everything. You can opt out, you can have a say and you can kind of just like think about how you engage with this technology." But she also said Big Tech companies are making it hard by "integrating generative AI into everything. ... There's like this bait-and-switch going on. I feel that nowadays you use the same tools that you used to use, but now they're generative AI." There are a few ways climate conscious individuals aren't completely powerless, said several experts in water use, artificial intelligence, data center placement and environmental sustainability. Use AI less The advice from experts is simple: Just use AI less often. "The cleanest form of AI use is no use," Kaveh Madani, a water scientist and director of the United Nations University Institute for Water, Environment and Health in Canada. "So when you could avoid using AI, don't use it." Don't use it for simple things. Don't use it for calculations, directions, store hours, recipes or shopping lists, which are all searches people used to do without AI, but now do it with AI and waste power and water, Luccioni said. "Yeah, it's great. You can generate a chocolate chip cookie recipe with Claude, or you can open a damn book. Like, those still exist. You really don't need Claude," Luccioni said. "You really don't need all of these generative AI technologies to do day-to-day tasks. I do agree there are some productivity gains to be had but I think that it's a pretty small percentage of what people are currently using." And when you make a query, make it concise because more information translates into more computing and more energy and water used. No need to be polite. Don't give unnecessary background information, Madani and others said. Every query means more energy use, experts said. The power and water cost of a query Last year, global data centers used 448 trillion watt-hours of electricity, more than all but 10 countries of the world, and it is expected to more than double in the next four years, according to a new report from the United Nations University. By then, it will have moved up in rankings to just behind five countries for power use. By 2030, just the electricity that data centers use -- not including the massive amounts of water needed to cool them -- would require nearly 2.5 trillion gallons of water (9.3 trillion liters), which is enough drinking water for the entire world for 1.7 years, said Madani, the study's co-author. Getting an AI text response is the equivalent to using an efficient light bulb for two and a half minutes, but that's being done 2.5 billion times a day with ChatGPT alone, according to the report and Madani. Using AI to generate a complex video is the equivalent of 42 hours of that light bulb burning and using a gallon of water (4 liters), he said. Lack of transparency is a problem Except for a mention in a blogpost and scant information, private AI companies aren't transparent about the energy and water costs of queries, said Luccioni and other experts who have tried to calculate those costs. That reality forces them to just make estimates based on less common open source AI. "We have no way of knowing and getting a sense of the amount of energy," said University of Michigan computer science professor Mosharaf Chowdhury, who tracks energy consumption of open source models. "If there's no transparency, we have no choice. We're really not choosing. We are being given whatever is being given to us," said Ana Pinheiro Privette, a former top sustainability official for Amazon Web Services, who also used to direct the University of Illinois' water security center and was a data scientist at NASA and the National Oceanic and Atmospheric Administration. "That's the power. The power is to say 'I actually want to understand what I'm consuming'." Forced into AI use but you can opt out When you go online, many search engines, including Google, answer via AI and promote it, without users asking for machine learning to kick in. You have to opt out of AI, when you should have to opt in, Luccioni said. "End users, you and me, we have absolutely no control other than saying 'OK we don't want to use any of it' and even then the companies force it onto us," Chowdhury said. You can opt out of AI in Google searches by putting "-ai" at the end of your search, Luccioni said. Or you can click on "Web" in search options. There are search engines that reduce their carbon footprints by planting trees and use less energy in their AI, such as Ecosia, Luccioni said. And search engines DuckDuckGo and Startpage have no-AI options. Consumers and neighbors have some power "The big power I think the consumer has is the market message because I've seen that when I worked at Amazon," Privette said. "They listen. They listen if everybody suddenly starts caring about not having a footprint." Years ago, when data centers wanted to build in an area, it was no problem. Now that they are multiplying in high population centers and people are speaking up and against them, said Privette. For example, data centers in two Virginia counties near Washington used 2.1 billion gallons (8 billion liters) of water in 2023. Balaji Tammabattula, chief operating officer of BaRupOn which makes energy-ready data center campuses, said, "the moment you say that you're building a data center, there's a backlash. The data center is the new boogeyman." So he said companies like his have to listen and when they do, they use less water and energy. "AI is not going anywhere," Tammabattula said. "It has to be done. But it has to be with the help of the community, where we're understanding the concerns of the community." ___ The Associated Press' climate and environmental coverage receives financial support from multiple private foundations. AP is solely responsible for all content. Find AP's standards for working with philanthropies, a list of supporters and funded coverage areas at AP.org.

AI is an energy and water hog, here's what you can do to counter that

WASHINGTON (AP) -- As the world tries to curb human-caused climate change and not run dry of water, every online query is increasing our environmental footprint and exacerbating the problem. Artificial intelligence and the data centers they require use growing amounts of energy and are water hogs -- and AI companies aren't transparent about how much of those resources they use, experts said. So each time you turn to the internet and seek an AI-fueled response, it's gobbling up precious resources. "AI is going in the opposite direction to decarbonization efforts," said cognitive computer scientist Sasha Luccioni, co-founder and chief scientific officer of the Sustainable AI Group. "We should be thinking about where we are going towards. If you're recycling and a vegan but then you're using ChatGPT to do your multiplication for you, well that's kind of against the trend." "It's like one other thing among many to think about when you're like developing these daily habits," Luccioni said. "It is not too late. You are not obliged to use AI for everything. You can opt out, you can have a say and you can kind of just like think about how you engage with this technology." But she also said Big Tech companies are making it hard by "integrating generative AI into everything. ... There's like this bait-and-switch going on. I feel that nowadays you use the same tools that you used to use, but now they're generative AI." There are a few ways climate conscious individuals aren't completely powerless, said several experts in water use, artificial intelligence, data center placement and environmental sustainability. Use AI less The advice from experts is simple: Just use AI less often. "The cleanest form of AI use is no use," Kaveh Madani, a water scientist and director of the United Nations University Institute for Water, Environment and Health in Canada. "So when you could avoid using AI, don't use it." Don't use it for simple things. Don't use it for calculations, directions, store hours, recipes or shopping lists, which are all searches people used to do without AI, but now do it with AI and waste power and water, Luccioni said. "Yeah, it's great. You can generate a chocolate chip cookie recipe with Claude, or you can open a damn book. Like, those still exist. You really don't need Claude," Luccioni said. "You really don't need all of these generative AI technologies to do day-to-day tasks. I do agree there are some productivity gains to be had but I think that it's a pretty small percentage of what people are currently using." And when you make a query, make it concise because more information translates into more computing and more energy and water used. No need to be polite. Don't give unnecessary background information, Madani and others said. Every query means more energy use, experts said. The power and water cost of a query Last year, global data centers used 448 trillion watt-hours of electricity, more than all but 10 countries of the world, and it is expected to more than double in the next four years, according to a new report from the United Nations University. By then, it will have moved up in rankings to just behind five countries for power use. By 2030, just the electricity that data centers use -- not including the massive amounts of water needed to cool them -- would require nearly 2.5 trillion gallons of water (9.3 trillion liters), which is enough drinking water for the entire world for 1.7 years, said Madani, the study's co-author. Getting an AI text response is the equivalent to using an efficient light bulb for two and a half minutes, but that's being done 2.5 billion times a day with ChatGPT alone, according to the report and Madani. Using AI to generate a complex video is the equivalent of 42 hours of that light bulb burning and using a gallon of water (4 liters), he said. Lack of transparency is a problem Except for a mention in a blogpost and scant information, private AI companies aren't transparent about the energy and water costs of queries, said Luccioni and other experts who have tried to calculate those costs. That reality forces them to just make estimates based on less common open source AI. "We have no way of knowing and getting a sense of the amount of energy," said University of Michigan computer science professor Mosharaf Chowdhury, who tracks energy consumption of open source models. "If there's no transparency, we have no choice. We're really not choosing. We are being given whatever is being given to us," said Ana Pinheiro Privette, a former top sustainability official for Amazon Web Services, who also used to direct the University of Illinois' water security center and was a data scientist at NASA and the National Oceanic and Atmospheric Administration. "That's the power. The power is to say 'I actually want to understand what I'm consuming'." Forced into AI use but you can opt out When you go online, many search engines, including Google, answer via AI and promote it, without users asking for machine learning to kick in. You have to opt out of AI, when you should have to opt in, Luccioni said. "End users, you and me, we have absolutely no control other than saying 'OK we don't want to use any of it' and even then the companies force it onto us," Chowdhury said. You can opt out of AI in Google searches by putting "-ai" at the end of your search, Luccioni said. Or you can click on "Web" in search options. There are search engines that reduce their carbon footprints by planting trees and use less energy in their AI, such as Ecosia, Luccioni said. And search engines DuckDuckGo and Startpage have no-AI options. Consumers and neighbors have some power "The big power I think the consumer has is the market message because I've seen that when I worked at Amazon," Privette said. "They listen. They listen if everybody suddenly starts caring about not having a footprint." Years ago, when data centers wanted to build in an area, it was no problem. Now that they are multiplying in high population centers and people are speaking up and against them, said Privette. For example, data centers in two Virginia counties near Washington used 2.1 billion gallons (8 billion liters) of water in 2023. Balaji Tammabattula, chief operating officer of BaRupOn which makes energy-ready data center campuses, said, "the moment you say that you're building a data center, there's a backlash. The data center is the new boogeyman." So he said companies like his have to listen and when they do, they use less water and energy. "AI is not going anywhere," Tammabattula said. "It has to be done. But it has to be with the help of the community, where we're understanding the concerns of the community." ___ The Associated Press' climate and environmental coverage receives financial support from multiple private foundations. AP is solely responsible for all content. Find AP's standards for working with philanthropies, a list of supporters and funded coverage areas at AP.org.

AI Is an Energy and Water Hog, Here's What You Can Do to Counter That

WASHINGTON (AP) -- As the world tries to curb human-caused climate change and not run dry of water, every online query is increasing our environmental footprint and exacerbating the problem. Artificial intelligence and the data centers they require use growing amounts of energy and are water hogs -- and AI companies aren't transparent about how much of those resources they use, experts said. So each time you turn to the internet and seek an AI-fueled response, it's gobbling up precious resources. "AI is going in the opposite direction to decarbonization efforts," said cognitive computer scientist Sasha Luccioni, co-founder and chief scientific officer of the Sustainable AI Group. "We should be thinking about where we are going towards. If you're recycling and a vegan but then you're using ChatGPT to do your multiplication for you, well that's kind of against the trend." "It's like one other thing among many to think about when you're like developing these daily habits," Luccioni said. "It is not too late. You are not obliged to use AI for everything. You can opt out, you can have a say and you can kind of just like think about how you engage with this technology." But she also said Big Tech companies are making it hard by "integrating generative AI into everything. ... There's like this bait-and-switch going on. I feel that nowadays you use the same tools that you used to use, but now they're generative AI." There are a few ways climate conscious individuals aren't completely powerless, said several experts in water use, artificial intelligence, data center placement and environmental sustainability. Use AI less The advice from experts is simple: Just use AI less often. "The cleanest form of AI use is no use," Kaveh Madani, a water scientist and director of the United Nations University Institute for Water, Environment and Health in Canada. "So when you could avoid using AI, don't use it." Don't use it for simple things. Don't use it for calculations, directions, store hours, recipes or shopping lists, which are all searches people used to do without AI, but now do it with AI and waste power and water, Luccioni said. "Yeah, it's great. You can generate a chocolate chip cookie recipe with Claude, or you can open a damn book. Like, those still exist. You really don't need Claude," Luccioni said. "You really don't need all of these generative AI technologies to do day-to-day tasks. I do agree there are some productivity gains to be had but I think that it's a pretty small percentage of what people are currently using." And when you make a query, make it concise because more information translates into more computing and more energy and water used. No need to be polite. Don't give unnecessary background information, Madani and others said. Every query means more energy use, experts said. The power and water cost of a query Last year, global data centers used 448 trillion watt-hours of electricity, more than all but 10 countries of the world, and it is expected to more than double in the next four years, according to a new report from the United Nations University. By then, it will have moved up in rankings to just behind five countries for power use. By 2030, just the electricity that data centers use -- not including the massive amounts of water needed to cool them -- would require nearly 2.5 trillion gallons of water (9.3 trillion liters), which is enough drinking water for the entire world for 1.7 years, said Madani, the study's co-author. Getting an AI text response is the equivalent to using an efficient light bulb for two and a half minutes, but that's being done 2.5 billion times a day with ChatGPT alone, according to the report and Madani. Using AI to generate a complex video is the equivalent of 42 hours of that light bulb burning and using a gallon of water (4 liters), he said. Lack of transparency is a problem Except for a mention in a blogpost and scant information, private AI companies aren't transparent about the energy and water costs of queries, said Luccioni and other experts who have tried to calculate those costs. That reality forces them to just make estimates based on less common open source AI. "We have no way of knowing and getting a sense of the amount of energy," said University of Michigan computer science professor Mosharaf Chowdhury, who tracks energy consumption of open source models. "If there's no transparency, we have no choice. We're really not choosing. We are being given whatever is being given to us," said Ana Pinheiro Privette, a former top sustainability official for Amazon Web Services, who also used to direct the University of Illinois' water security center and was a data scientist at NASA and the National Oceanic and Atmospheric Administration. "That's the power. The power is to say 'I actually want to understand what I'm consuming'." Forced into AI use but you can opt out When you go online, many search engines, including Google, answer via AI and promote it, without users asking for machine learning to kick in. You have to opt out of AI, when you should have to opt in, Luccioni said. "End users, you and me, we have absolutely no control other than saying 'OK we don't want to use any of it' and even then the companies force it onto us," Chowdhury said. You can opt out of AI in Google searches by putting "-ai" at the end of your search, Luccioni said. Or you can click on "Web" in search options. There are search engines that reduce their carbon footprints by planting trees and use less energy in their AI, such as Ecosia, Luccioni said. And search engines DuckDuckGo and Startpage have no-AI options. Consumers and neighbors have some power "The big power I think the consumer has is the market message because I've seen that when I worked at Amazon," Privette said. "They listen. They listen if everybody suddenly starts caring about not having a footprint." Years ago, when data centers wanted to build in an area, it was no problem. Now that they are multiplying in high population centers and people are speaking up and against them, said Privette. For example, data centers in two Virginia counties near Washington used 2.1 billion gallons (8 billion liters) of water in 2023. Balaji Tammabattula, chief operating officer of BaRupOn which makes energy-ready data center campuses, said, "the moment you say that you're building a data center, there's a backlash. The data center is the new boogeyman." So he said companies like his have to listen and when they do, they use less water and energy. "AI is not going anywhere," Tammabattula said. "It has to be done. But it has to be with the help of the community, where we're understanding the concerns of the community." ___ The Associated Press' climate and environmental coverage receives financial support from multiple private foundations. AP is solely responsible for all content. Find AP's standards for working with philanthropies, a list of supporters and funded coverage areas at AP.org.

AI is an energy and water hog, here's what you can do to counter that

Every online query, especially those powered by AI, significantly increases energy and water consumption, experts warn. AI's growing demand is counterproductive to climate goals, with companies lacking transparency on resource use. Individuals can mitigate this by using AI less for simple tasks and making queries concise. While AI integration is pervasive, opting out and supporting eco-conscious search engines are viable choices for consumers to influence the market. As the world tries to curb human-caused climate change and not run dry of water, every online query is increasing our environmental footprint and exacerbating the problem. Artificial intelligence and the data centers they require use growing amounts of energy and are water hogs - and AI companies aren't transparent about how much of those resources they use, experts said. So each time you turn to the internet and seek an AI-fueled response, it's gobbling up precious resources. "AI is going in the opposite direction to decarbonisation efforts," said cognitive computer scientist Sasha Luccioni, cofounder and chief scientific officer of the sustainable AI group. "We should be thinking about where we are going towards. If you're recycling and a vegan but then you're using ChatGPT to do your multiplication for you, well that's kind of against the trend." "It's like one other thing among many to think about when you're like developing these daily habits," Luccioni said. "It is not too late. You are not obliged to use AI for everything. You can opt out, you can have a say and you can kind of just like think about how you engage with this technology." But she also said Big Tech companies are making it hard by "integrating generative AI into everything. ... There's like this bait-and-switch going on. I feel that nowadays you use the same tools that you used to use, but now they're generative AI." There are a few ways climate conscious individuals aren't completely powerless, said several experts in water use, artificial intelligence, data center placement and environmental sustainability. Use AI less The advice from experts is simple: Just use AI less often. "The cleanest form of AI use is no use," Kaveh Madani, a water scientist and director of the United Nations University Institute for Water, Environment and Health in Canada. "So when you could avoid using AI, don't use it." Don't use it for simple things. Don't use it for calculations, directions, store hours, recipes or shopping lists, which are all searches people used to do without AI, but now do it with AI and waste power and water, Luccioni said. "Yeah, it's great. You can generate a chocolate chip cookie recipe with Claude, or you can open a damn book. Like, those still exist. You really don't need Claude," Luccioni said. "You really don't need all of these generative AI technologies to do day-to-day tasks. I do agree there are some productivity gains to be had but I think that it's a pretty small percentage of what people are currently using." And when you make a query, make it concise because more information translates into more computing and more energy and water used. No need to be polite. Don't give unnecessary background information, Madani and others said. Every query means more energy use, experts said. The power and water cost of a query Last year, global data centers used 448 trillion watt-hours of electricity, more than all but 10 countries of the world, and it is expected to more than double in the next four years, according to a new report from the United Nations University. By then, it will have moved up in rankings to just behind five countries for power use. By 2030, just the electricity that data centers use - not including the massive amounts of water needed to cool them - would require nearly 2.5 trillion gallons of water (9.3 trillion liters), which is enough drinking water for the entire world for 1.7 years, said Madani, the study's co-author. Getting an AI text response is the equivalent to using an efficient light bulb for two and a half minutes, but that's being done 2.5 billion times a day with ChatGPT alone, according to the report and Madani. Using AI to generate a complex video is the equivalent of 42 hours of that light bulb burning and using a gallon of water (4 liters), he said. Lack of transparency is a problem Except for a mention in a blogpost and scant information, private AI companies aren't transparent about the energy and water costs of queries, said Luccioni and other experts who have tried to calculate those costs. That reality forces them to just make estimates based on less common open source AI. "We have no way of knowing and getting a sense of the amount of energy," said University of Michigan computer science professor Mosharaf Chowdhury, who tracks energy consumption of open source models. "If there's no transparency, we have no choice. We're really not choosing. We are being given whatever is being given to us," said Ana Pinheiro Privette, a former top sustainability official for Amazon Web Services, who also used to direct the University of Illinois' water security center and was a data scientist at NASA and the National Oceanic and Atmospheric Administration. "That's the power. The power is to say 'I actually want to understand what I'm consuming'." Forced into AI use but you can opt out When you go online, many search engines, including Google, answer via AI and promote it, without users asking for machine learning to kick in. You have to opt out of AI, when you should have to opt in, Luccioni said. "End users, you and me, we have absolutely no control other than saying 'OK we don't want to use any of it' and even then the companies force it onto us," Chowdhury said. You can opt out of AI in Google searches by putting "-ai" at the end of your search, Luccioni said. Or you can click on "Web" in search options. There are search engines that reduce their carbon footprints by planting trees and use less energy in their AI, such as Ecosia, Luccioni said. And search engines DuckDuckGo and Startpage have no-AI options. Consumers and neighbors have some power "The big power I think the consumer has is the market message because I've seen that when I worked at Amazon," Privette said. "They listen. They listen if everybody suddenly starts caring about not having a footprint." Years ago, when data centers wanted to build in an area, it was no problem. Now that they are multiplying in high population centers and people are speaking up and against them, said Privette. For example, data centers in two Virginia counties near Washington used 2.1 billion gallons (8 billion liters) of water in 2023. Balaji Tammabattula, chief operating officer of BaRupOn which makes energy-ready data center campuses, said, "the moment you say that you're building a data center, there's a backlash. The data center is the new boogeyman." So he said companies like his have to listen and when they do, they use less water and energy. "AI is not going anywhere," Tammabattula said. "It has to be done. But it has to be with the help of the community, where we're understanding the concerns of the community."