AI is incredibly thirsty. The data centers that run these models already use massive amounts of water, and by 2030, those in the U.S. could require enough additional water capacity to rival New York City’s daily supply.
That’s according to a new study led by Shaolei Ren, an associate professor of electrical and computer engineering at the University of California, Riverside. The findings—which have not yet been peer reviewed but are publicly available on the preprint server arXiv—show that limited public water capacity is emerging as a critical bottleneck to data center growth.
To avoid burdening local ratepayers, tech companies are partnering with communities to fund water infrastructure upgrades, often spending hundreds of millions of dollars. “Those companies are profit driven, right? So I think clearly there is something wrong,” Ren told Gizmodo.
Why so thirsty?
Data centers operate continuously, generating lots of heat from dense concentrations of servers, networking equipment, and other forms of IT infrastructure. Liquid cooling techniques are the most efficient way to prevent overheating and system failure, but they tend to be highly water intensive.
Tech companies will often argue that by using “closed-loop” cooling systems, their data centers recycle most of the water they use and minimize consumption. But even these systems can consume huge amounts of water because many rely on evaporative cooling towers to transfer heat outside of the facility.
For example, peak daily water demand—the amount required during the hottest days of the year—for a large state-of-the-art data center using evaporative cooling can often exceed 1 million gallons per day, and for some planned facilities it may reach 8 million gallons per day, according to the study.
The water bottleneck
Public water systems are engineered to reliably meet maximum demand at all times, so a data center’s peak water usage is a critical factor in infrastructure planning, system resilience, and operational reliability. Despite this, most operators only disclose their total annual water use. To assess the peak water demand of U.S. data centers, Ren and his colleagues analyzed a wealth of data from public sources, including government records and water utility databases.
This revealed that if the current water use intensity persists, U.S. data centers will require between 697 million and 1.45 billion gallons per day of new peak water capacity by 2030. That’s comparable to the typical daily water supply of New York City. Building this additional capacity could cost between $10 billion and $58 billion, with much of the financial burden falling on the communities hosting data centers.
And that’s a “very conservative” estimate, Ren said. His team’s calculations assume a peak-to-average daily water use ratio of just 4.5, which is at the low end of the spectrum.
This presents numerous problems for the tech sector. Insufficient water capacity could directly impact the feasibility and efficiency of data center projects, leading to increased costs, delays, and scalebacks. It could also lead to operational inefficiencies, as data centers often must switch to dry cooling—using air instead of water—when water becomes unavailable. This is far less efficient and increases electricity demand, further straining the grid during summer peaks.
Ren and his colleagues do have some ideas about how to address the growing water capacity demand of U.S. data centers. Firstly, they emphasize the importance of requiring data centers to report their peak demand, not just total annual usage. They also recommend developing corporate-community partnerships to fund infrastructure upgrades so that residents don’t shoulder all of the burden.
“I don’t see any ways for them to afford this type of upgrade,” Ren said. “We need corporate funding and support.”
As data centers continue to proliferate across the country, the tech sector will be forced to contend with this often overlooked bottleneck. If nothing changes, these companies will face the consequences alongside the communities they’re impacting.
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![Who is John Ternus, the incoming Apple CEO? | TechCrunch
After 15 years, Tim Cook will hand off the Apple CEO role to John Ternus, the company’s senior vice president of hardware engineering. Starting on September 1, Ternus will lead one of the world’s most valuable companies, but if you’re not a dedicated Apple enthusiast, you’ve probably never heard of this man, who has largely remained out of the spotlight until now.
How long has John Ternus worked at Apple?
Ternus has worked at Apple for nearly half of his life — now 51 years old, he has been with the company for 25 years.
He joined Apple’s product design team in 2001 as only his second job out of college (his first was at a small maker of virtual-reality devices called Virtual Research Systems). By 2013, Ternus was a VP of hardware engineering and was promoted to the SVP role in 2021.
Ternus — who is 15 years younger than Cook — was among the youngest of top Apple executives who had been rumored as a possible successor, implying that Apple could be looking for someone to lead the company for a long time. After all, Apple has only had two CEOs in this millennium, so it seems that leadership continuity is important to the company.
Ternus reports to Cook, who he considers a mentor, and leads all of hardware engineering at Apple. That’s a pretty big deal for a company that’s known for ubiquitous hardware like the iPhone and the MacBook.
In his 2024 commencement speech at his alma mater, the University of Pennsylvania’s engineering school, Ternus reflected on the lessons he learned at Apple, which perhaps can tell us a bit about his character — or at least a sanitized version of it.
“Always assume you’re as smart as anyone else in the room, but never assume that you know as much as they do,” Ternus said in the speech. “With this mindset, you’ll find the confidence you need to push forward, but more importantly, the humility to ask questions.”
Techcrunch event
San Francisco, CA
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October 13-15, 2026
In a tech ecosystem populated with abrasive egos, it’s refreshing to hear Ternus utter the word “humility.” Better yet, he doesn’t appear to have an X account.
Image Credits:Apple
What projects did John Ternus lead at Apple?
Ternus’ earliest project at Apple involved scrutinizing parts for the Apple Cinema Display, an early desktop monitor.
“At some point in my first year, I found myself at a supplier facility. I was far away from home. Well past midnight, I was using a magnifying glass to count the number of grooves on the head of a screw … and I was arguing with the supplier because these parts had 35 grooves. They were supposed to have 25,” Ternus recalled in his commencement speech. “I distinctly remember stepping back for a minute and thinking, ‘What the hell am I doing? Is this normal?’”
As Ternus climbed the corporate ladder, his responsibilities grew. He may no longer spend as much time analyzing screws, but he still seems to take pride in getting the little details right. In a recent interview, when Ternus was asked about his favorite memory of Steve Jobs, he mentioned the former Apple co-founder’s attention to craftsmanship.
“[Jobs] was moving a piece of furniture, a chest of drawers, and pulled it away from the wall and looked at the back and was just reflecting on, you know, that the carpenter who made it had made it beautiful,” Ternus said. “It finished the back as beautifully as the rest of it, even though nobody was going to see it, right? And I think about that all the time because I think that perfectly exemplifies what we do here.”
From there, he went on to lead the hardware development behind products across the Apple ecosystem, overseeing launches like AirPods, Apple Watch, and the Vision Pro. He also had a hand in major technical upgrades at Apple, like Apple’s transition from Intel chips to its own proprietary Apple silicon.
Most recently, Ternus was involved in the production of the MacBook Neo, Apple’s new, more affordable laptop model that lowers costs through some clever trade-offs in hardware design, like using an iPhone chip to power the device.
“We never want to ship junk. We want to ship great products that have that Apple experience, that Apple quality. To do that with the Neo required building something completely new from the ground up … leveraging both the technologies we’d been developing like Apple silicon, but also the kind of expertise that we’ve developed over many, many years of building Macs, and building phones, and building iPads, and all of these things,” Ternus told Tom’s Guide.
As CEO, Ternus will have to steer Apple through its challenge to catch up in the AI race and figure out what to do with the underlying tech behind the Vision Pro.
What else do we know about John Ternus?
Ternus was on the swim team at Penn. For his senior project, he built a feeding arm that people with quadriplegia could control with head movements.
According to public records of political donations, Ternus donated ,900 to Senator Chuck Schumer (D-NY) in 2021.
Otherwise, Ternus has maintained a relatively low profile.
#John #Ternus #incoming #Apple #CEO #TechCrunchApple,ceo,John Ternus,Tim Cook Who is John Ternus, the incoming Apple CEO? | TechCrunch
After 15 years, Tim Cook will hand off the Apple CEO role to John Ternus, the company’s senior vice president of hardware engineering. Starting on September 1, Ternus will lead one of the world’s most valuable companies, but if you’re not a dedicated Apple enthusiast, you’ve probably never heard of this man, who has largely remained out of the spotlight until now.
How long has John Ternus worked at Apple?
Ternus has worked at Apple for nearly half of his life — now 51 years old, he has been with the company for 25 years.
He joined Apple’s product design team in 2001 as only his second job out of college (his first was at a small maker of virtual-reality devices called Virtual Research Systems). By 2013, Ternus was a VP of hardware engineering and was promoted to the SVP role in 2021.
Ternus — who is 15 years younger than Cook — was among the youngest of top Apple executives who had been rumored as a possible successor, implying that Apple could be looking for someone to lead the company for a long time. After all, Apple has only had two CEOs in this millennium, so it seems that leadership continuity is important to the company.
Ternus reports to Cook, who he considers a mentor, and leads all of hardware engineering at Apple. That’s a pretty big deal for a company that’s known for ubiquitous hardware like the iPhone and the MacBook.
In his 2024 commencement speech at his alma mater, the University of Pennsylvania’s engineering school, Ternus reflected on the lessons he learned at Apple, which perhaps can tell us a bit about his character — or at least a sanitized version of it.
“Always assume you’re as smart as anyone else in the room, but never assume that you know as much as they do,” Ternus said in the speech. “With this mindset, you’ll find the confidence you need to push forward, but more importantly, the humility to ask questions.”
Techcrunch event
San Francisco, CA
|
October 13-15, 2026
In a tech ecosystem populated with abrasive egos, it’s refreshing to hear Ternus utter the word “humility.” Better yet, he doesn’t appear to have an X account.
Image Credits:Apple
What projects did John Ternus lead at Apple?
Ternus’ earliest project at Apple involved scrutinizing parts for the Apple Cinema Display, an early desktop monitor.
“At some point in my first year, I found myself at a supplier facility. I was far away from home. Well past midnight, I was using a magnifying glass to count the number of grooves on the head of a screw … and I was arguing with the supplier because these parts had 35 grooves. They were supposed to have 25,” Ternus recalled in his commencement speech. “I distinctly remember stepping back for a minute and thinking, ‘What the hell am I doing? Is this normal?’”
As Ternus climbed the corporate ladder, his responsibilities grew. He may no longer spend as much time analyzing screws, but he still seems to take pride in getting the little details right. In a recent interview, when Ternus was asked about his favorite memory of Steve Jobs, he mentioned the former Apple co-founder’s attention to craftsmanship.
“[Jobs] was moving a piece of furniture, a chest of drawers, and pulled it away from the wall and looked at the back and was just reflecting on, you know, that the carpenter who made it had made it beautiful,” Ternus said. “It finished the back as beautifully as the rest of it, even though nobody was going to see it, right? And I think about that all the time because I think that perfectly exemplifies what we do here.”
From there, he went on to lead the hardware development behind products across the Apple ecosystem, overseeing launches like AirPods, Apple Watch, and the Vision Pro. He also had a hand in major technical upgrades at Apple, like Apple’s transition from Intel chips to its own proprietary Apple silicon.
Most recently, Ternus was involved in the production of the MacBook Neo, Apple’s new, more affordable laptop model that lowers costs through some clever trade-offs in hardware design, like using an iPhone chip to power the device.
“We never want to ship junk. We want to ship great products that have that Apple experience, that Apple quality. To do that with the Neo required building something completely new from the ground up … leveraging both the technologies we’d been developing like Apple silicon, but also the kind of expertise that we’ve developed over many, many years of building Macs, and building phones, and building iPads, and all of these things,” Ternus told Tom’s Guide.
As CEO, Ternus will have to steer Apple through its challenge to catch up in the AI race and figure out what to do with the underlying tech behind the Vision Pro.
What else do we know about John Ternus?
Ternus was on the swim team at Penn. For his senior project, he built a feeding arm that people with quadriplegia could control with head movements.
According to public records of political donations, Ternus donated ,900 to Senator Chuck Schumer (D-NY) in 2021.
Otherwise, Ternus has maintained a relatively low profile.
#John #Ternus #incoming #Apple #CEO #TechCrunchApple,ceo,John Ternus,Tim Cook](https://techcrunch.com/wp-content/uploads/2026/04/Apple-John-Ternus-Tim-Cook_Full-Bleed-Image.jpg.xlarge_2x.jpg?w=680)

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