Mid-career college graduates with one of 19 majors typically earn at least $100,000 a year, per a New York Fed analysis.
Josh Reynolds/For The Washington Post via Getty Images
The New York Fed analyzed the mid-career wages of college graduates with a bachelor's degree.
Graduates aged 35 to 45 in 19 areas of study had a median wage of at least $100,000 a year.Β
Ten of those 19 college majors were related to engineering.
When undergraduate college students choose their majors, there can be several factors that go into their decisions.
But if maximizing one's future earnings is high on their priority list, some areas of study have a better track record than others.
A New York Fed analysis of 2023 American Community Survey data found that college graduates who majored in one of 19 areas of study had a median mid-career wage of at least $100,000 a year. The New York Fed defined mid-career as people between the ages of 35 and 45. The analysis of 73 majors and groups of study only included people with a bachelor's degree β no additional graduate school education β and used what's noted as people's first major.
One general area of study accounted for 10 of the 19 spots: engineering.
Aerospace engineering majors had the top median mid-career wage of $125,000, per the analysis. Three other engineering fields followed behind βΒ computer, chemical, and electrical.
Jaison Abel, the head of microeconomics at the New York Fed, told Business Insider that engineering is a great example of the type of college major that has the quantitative skills businesses tend to want.
"There is a bit of a premium on the demand side, and also these are relatively challenging majors to get through," Abel said. "When you've got quite a bit of demand for the skills and not as much supply of the types of people who are coming in, that's going to make wages overall go up and be high."
Computer science, economics, and finance were the three non-engineering majors with the highest mid-career median wages. Across all the majors analyzed, the median mid-career wage was $83,000 a year.
While the prospect of high mid-career earnings is likely attractive to many students, this appeal hinges on actually landing a job in their field of study β a feat that has become increasingly difficult for some college graduates.
A New York Fed analysis of unemployment data showed 5.8% of recent college graduates in the labor force between the ages of 22 and 27 were unemployed in March, up from 3.9% in October 2022. Absent the pandemic-related spike and its recovery over the next year, that's the highest rate since 2013.
Student loans and the cost of college may affect how a degree is valued
AsΒ college tuition rates have risen in recent decades, many Americans have taken on a considerable amount of student debt. In 2024 dollars, the average price for tuition and fees at private nonprofit, four-year schools has increased 30% from the 2004-05 academic year to $43,350 for the 2024-25 academic year. Public, four-year in-state schools are much cheaper, but their average cost has also climbed during that timeframe. Housing and food expenses make the cost of school even higher.
The average American consumer with student loans had a debt balance of about $35,000 as of the third quarter of last year, per Experian data. That's a decline from the average in the third quarter of 2023.
Not all job openings require someone to have a particular level of education. However, sometimes a college degree is preferred for a job seeker. Automaker Stellantis said in a previous statement that "most non-bargaining unit positions (salaried) require an associate's or bachelor's degree," but also noted that "for some positions, a degree might be a preferred qualification which would open those up to people who can demonstrate proficiency in other ways."
College graduates who majored in early childhood education had the lowest median mid-career wage, at $49,000 a year. Other types of education majors had relatively low mid-career median wages, such as secondary education.
As millions of young people worldwide increasingly rely on AI chatbots to acquire knowledge as part of their learning β and even complete assignments for them β one organization is concerned that those in developing countries without access to the tech could be put at an unfair disadvantage.
And it's using the very technology it believes is causing this problem to fix it.
Education Above All, a nonprofit based in Qatar, believes that because most of the world's popular AI chatbots are created in Silicon Valley, they aren't equipped to understand the linguistic and ethnic nuances of non-English-speaking countries, creating education inequities on a global scale. But its team sees AI as a way to tackle this problem.
In January 2025, the charity teamed up with MIT, Harvard, and the United Nations Development Programme to introduce a free and open-source AI literacy program called Digi-Wise. Delivered in partnership with educators in the developing world, it encourages children to spot AI-fueled misinformation, use AI tools responsibly in the classroom, and even develop their own AI tools from scratch.
As part of this, the charity has developed its own generative AI chatbot called Ferby. It allows users to access and personalize educational resources from the Internet-Free Education Resource Bank, an online library containing hundreds of free and open-source learning materials.
Education Above All said it's already being used by over 5 million Indian children to access "project-based learning" in partnership with Indian nonprofit Mantra4Change. More recently, Education Above All has embedded Ferby into edtech platform SwiftChat, which is used by 124 million students and teachers across India.
"Ferby curates, customizes, and creates learning materials to fit local realities, so a teacher in rural Malawi can run the right science experiment as easily as a teacher in downtown Doha," said Aishwarya Shetty, an education specialist at Education Above All. "By marrying offline ingenuity with AI convenience, we make learning local, low-resource, and always within reach, yet at scale."
Education Above All is among a group of organizations using AI to tackle global inequality and work toward realizing the United Nations Sustainable Development Goals. Created in 2015, the UN SDGs comprise 17 social, economic, and environmental targets that serve as guidelines for nations, businesses, and individuals to follow to help achieve a more peaceful and prosperous world. Education Above All's projects fall under SDG 4: inclusive and equitable education.
A global effort
A range of other organizations are using AI to augment and enhance their education programming.
Tech To The Rescue, a global nonprofit that connects charities with pro-bono software development teams to meet their goals, is another organization using AI in support of the UN SDGs. Last year, it launched a three-year AI-for-good accelerator program to help NGOs meet the various UN SDGs using AI.
One organization to benefit from the program is Mercy Corps, a humanitarian group that works across over 40 countries to tackle crises like poverty, the climate crisis, natural disasters, and violence. Through the accelerator, it created an AI strategy tool that helps first responders predict disasters and coordinate resources. The World Institute on Disability AI also participated in the accelerator program, creating a resource-matching system that helps organizations allocate support to people with disabilities in hours rather than weeks.
Similarly, the International Telecommunication Union β the United Nations' digital technology agency, and one of its oldest arms β is supporting organizations using technology to achieve the UN SDGs through its AI for Good Innovation Factory startup competition. For example, an Indian applicant β a startup called Bioniks β has enabled a teenager to reclaim the ability to do simple tasks like writing and getting dressed through the use of AI-powered prosthetics.
Challenges to consider
While AI may prove to be a powerful tool for achieving the UN SDGs, it comes with notable risks. Again, as AI models are largely developed by American tech giants in an industry already constrained by gender and racial inequality, unconscious bias is a major flaw of AI systems.
To address this, Shetty said layered prompts for non-English users, human review of underlying AI datasets, and the creation of indigenous chatbots are paramount to achieving Education Above All's goals.
AI models are also power-intensive, making them largely inaccessible to the populations of developing countries. That's why Shetty urges AI companies to provide their solutions via less tech-heavy methods, like SMS, and to offer offline features so users can still access AI resources when their internet connections drop. Open-source, free-of-charge subscriptions can help, too, she added.
AI as a source for good
Challenges aside, Shetty is confident that AI can be a force for good over the next few years, particularly around education. She told BI, "We are truly energized by how the global education community is leveraging AI in education: WhatsApp-based math tutors reaching off-grid learners; algorithms that optimize teacher deployment in shortage areas; personalized content engines that democratize education; chatbots that offer psychosocial support in crisis zones and more."
But Shetty is clear that AI should augment, rather than displace, human educators. And she said the technology should only be used if it can solve challenges faced by humans and add genuine value.
"Simply put," she said, "let machines handle the scale, let humans handle the soul, with or without AI tools."
Polling shows Elon Musk has yet to recover after feuding with President Donald Trump.
AP Photo/Evan Vucci
Recent polls showΒ Elon Musk's favorabilityΒ declined with Republicans after feuding with Donald Trump.
Musk's overall favorability already had sustained significant hits during his time in the White House.
The billionaire's struggles come during a critical time for Tesla.
Elon Musk's image isn't what it used to be.
The Tesla CEO's feud with President Donald Trump risked worsening his already underwater popularity, and new polling shows that even the apparent peace between the once-friends hasn't repaired Musk's standing with Republicans.
A new Morning Consult poll found that Musk's net favorability is at -14 percentage points. The good news for the billionaire is that his overall standing as of June 20 is up four points since June 15, the week after the peak of his feud with Trump.
It's still lower than where he stood when he left the White House in late May. Among Republicans, Musk is down roughly 12 points; he'd dropped 10 points immediately after he criticized Trump in early June.
"In the US, Musk managed to alienate both those on the left (due to his support for DOGE, the Trump administration, and the election) and those on the right (as seen in his statements on X following his fallout with the President over the "big beautiful bill")," Frank T. Rothaermel, a regents' professor at the Scheller College of Business at Georgia Tech, told Business Insider in an email.
"The good thing in the US is that people's memories are short and a ton of stuff is happening every day," he added.
Voters began to become increasingly polarized toward Musk after his takeover of Twitter, Morning Consult US Politics Analyst Eli Yokley told Business Insider. Musk's closeness to Trump "poured fuel on the fire," which left his image in a much different state than some of his fellow tech moguls, who also sought to curry favor with the White House.
"It weighs on him in a very unique way that other CEOs who have tried to kiss the ring a bit just haven't experienced to the same extent," Yokley told Business Insider.
Musk's favorability isn't polled as frequently as someone like Trump. YouGov, which has sporadic data on Musk going back to 2018, found that immediately after the feud, Musk recorded his lowest net favorability in its records.
The handful of post-feud polls that have been released show similar warning signs. Namely, many Republicans, who were once the bulwark for Musk's sagging numbers, no longer have such rosy views of the billionaire.
An Economist-YouGov poll taken in the week after the feud found that Musk's net favorability among Republicans dropped 20 points. A Reuters-Ipsos poll found that he dropped 13 points in net favorability in a roughly one-month span.
Musk is the face of Tesla, a close association that comes with some risk. Some analysts downgraded the company during his feud with Trump.
"The recent incident between Musk and President Trump exemplifies key-person risk associated with Musk's political activities," Baird senior research analyst Ben Kallo wrote in a note earlier this month.
Musk has signaled a retreat from politics, though whether he sticks by that commitment remains to be seen.
Tesla is facing other challenges. In China, the newly announced Xiaomi YU7 is priced to compete with Tesla's popular Model Y, and Tesla's sales have fallen in key markets like Europe in recent months.
The automaker is set to announce its second-quarter delivery numbers on Wednesday, and many analysts are expecting a year-over-year decrease.
John Helveston, an assistant professor at George Washington University, told BI that Musk's "political unpopularity is very unhelpful" as the CEO looks to navigate Tesla through the challenges it's currently facing.
"Elon Musk is strongest [indeed, world-class, second to none] when he focuses on his core competencies: solving 'impossible' engineering problems," Rothaermel said. "If I were on the board of directors at Tesla, that is what I would want him to focus on."
The Morning Consult poll is based on data collected during the firm's tracking poll from June 20 to 22nd, based on a representative sample of 2,205 registered U.S. voters. The margin of error is +/- 2 percentage points. Smaller subsamples have a larger margin of error. Full results are available here.
The Colorado River runs over 1,450 miles through seven US states, carving dramatic canyons and providing drinking water for 40 million people before it crosses into Mexico.
Overuse threatens to dry up this critical American artery, which sustains people from Denver to Los Angeles and feeds the crops of California's Imperial Valley and Arizona's Yuma region β two of the world's most productive agricultural areas.
Already, some homebuilders in Arizona have stopped work over fears their developments won't have enough water. Cotton farmers south of Phoenix have left thousands of acres unplanted. Los Angeles residents have stopped watering their lawns. States are renegotiating allocations guided by the 103-year-old Colorado River Compact.
Now, in some of the region's driest stretches, tech companies are bringing a massive influx of water-guzzling data centers.
Documents reviewed by Business Insider show that some of these large data centers, football-field-size warehouses filled with computer servers that power the artificial intelligence revolution, could each demand millions of gallons of water a day, enough for tens of thousands of Americans.
Business Insider found that 40% of the nation's planned and existing data centers are in areas that the nonprofit World Resources Institute, which focuses on sustainability research, has characterized as experiencing "extremely high" or "high" water scarcity. The share is even larger, 43%, for the biggest centers, those that use 40 megawatt-hours or more of electricity each hour.
Two companies stood out in BI's analysis as having the most data centers in high or extremely high water-stressed areas: Amazon, with 81, and Microsoft, with 23. As a share of their data centers, Microsoft ranks first with 52% in such arid spots.
The companies don't seek out locations that are arid β they go to places like Arizona for reasons including abundant land and stable supplies of electricity. They negotiate access with the local officials in cities and towns across the country, arguing that the investment, tax revenue, and other economic benefits they bring will be worth it. It can be an attractive proposition, even in parched places like Goodyear, Arizona, which has negotiated for years with Microsoft over a complex of data centers.
"It's been challenging because they are a big company, and we are a small city," said Bill Stipp, a former Goodyear City Council member who voted to approve various stages of the project despite his concerns about water.
Ben Wilsker, a Microsoft spokesman, said the company's agreement with the city of Goodyear "benefits both parties." He declined to comment on the company's industry-leading percentage.
Data centers historically have needed copious amounts of water to cool their multitudes of powerful computer chips. Use of less water-reliant cooling techniques is growing but remains much less common.
Amazon still prefers water-intensive evaporative cooling technologies, though not all its data centers use that method, said a company spokesperson.
Unlike farmers or golf courses that have learned to make do with recycled water, data centers that do use water for cooling overwhelmingly rely on fresh supplies.
Even before the AI boom, tech giants were known guzzlers. In 2018, the industry was already one of the 10 largest commercial or industrial water users in the US, according to a 2021 paper in Environmental Research Letters. These companies are now pouring hundreds of billions of dollars into expanding their data center operations.
Business Insider used permits that data centers must get for their backup generators to create a comprehensive list of facilities, and mapped the names and addresses onto the World Resources Institute's water scarcity tracker. We found 24 of the largest centers, and 379 smaller ones, in the four states now negotiating over Colorado River allotments. Other water-scarce areas across the US, in places including Texas and the upper Midwest, also host large, water-hungry facilities.
Fragmented oversight
It can be difficult to determine exactly how much water any given data center uses. Hundreds of water districts control the taps, and many decline to disclose customer usage data. The companies closely guard the secrecy of their projects, often using limited liability companies and nondisclosure agreements with local officials.
Business Insider records requests were often blocked in water districts in Western states experiencing acute water scarcity. In Colorado, for example, Denver Water asked data centers in its service area whether they would give permission to release their records. All but one said no.
The utility then initiated legal action to prevent disclosure. In Arizona, Tucson and Scottsdale would release only anonymized data, citing local privacy laws. When Business Insider obtained economic development agreements for data centers, many localities redacted the water use, with at least one citing commercial trade secrets. Still, some data emerged.
Water use can vary widely. A pair of Amazon facilities in Hermiston, Oregon, used 66.8 million gallons of water in 2023. In Mesa, Arizona, Meta struck an agreement allowing a facility to use up to 4 million gallons of water a day β enough for nearly 49,000 people, based on an Environmental Protection Agency estimate that Americans use 82 gallons a day.
Even those numbers understate the total impact. The 2021 research paper, which was done by scholars at Virginia Tech and the Lawrence Berkeley National Laboratory, found that only about a quarter of data centers' water use was direct, through cooling. The other 75% was used indirectly, through the electricity generation data centers depend on.
Many tech companies don't incorporate the demands of electricity generation in calculating their water use, said Shaolei Ren, an associate professor of computer engineering at University of California, Riverside.
"We know the lifecycle water footprint of almost every agriculture-related product," reads one of his recent presentations. "But we have almost zero information about AI's real water footprint."
Melanie Roe, a spokesperson for Meta, described the amount of water the company was permitted for as a "theoretical maximum" and said actual use was expected to be less.
A Google data center under construction in Mesa, Arizona. Google once sought permission to use up to 4 million gallons of water a day there, but now says it will use air cooling.
Jesse Rieser for BI
Across the West, public officials and utility managers are coming to grips with the increased demands on the region's water resources.
"The data centers bring up a little bit of a conundrum," Rebecca Mitchell, a member of the Upper Colorado River Commission who is the state's leader in the Colorado River talks, said in an interview. "If you're creating a larger draw on the system, you have to figure out where that comes from. And it's got to come from your own bank, not somebody else's."
Conserving water in Colorado
In Denver, the data center developer CoreSite withdrew its request for a $9 million tax break in October after the city council questioned the company's plan to use up to 805,000 gallons of water a day, or enough for 16,000 homes, The Denver Post reported. "I am very concerned about a tax incentive for a company that is using some of our most valuable resources," Councilwoman Flor Alvidrez said at an August council committee meeting.
In nearby Aurora, water officials have been among the most proactive in the country in limiting water use by data centers and other industrial superusers such as bottling plants and mines. Aurora has been one of the nation's fastest-growing large cities, and sees its water supply as a potential limiter on that growth.
"If you're going to come to Aurora," said Marshall Brown, Aurora Water's general manager, "you're going to have to figure out how to be efficient."
Several data center companies have gone to Aurora to meet with water officials, only to lose interest once they learned of its stringent water regulations, Greg Baker, then an Aurora Water spokesperson, said in August.
QTS, one of the nation's largest data center operators, with 34 US facilities by BI's count, has deployed a more expensive cooling technology that uses refrigerant for cooling. The annual water allocation for its facility in Aurora will be 525,600 gallons, according to Aurora Water records obtained by BI. That's less than what some facilities use in a single day, and equivalent to what a handful of restaurants might use, a QTS spokesperson said, adding that none of it would be used to cool the center's servers. Any more, and it will have to pay a surcharge, though that total doesn't include water for irrigation and other uses outside the QTS facility that are expected to require 1.1 million gallons of water a year, according to an Aurora Water official.
As of 2023, roughly half of the company's data centers used this water-conserving technology. A spokesperson for QTS, which is owned by the investment firm Blackstone, said none of the data centers the company had built since 2018 used water for cooling.
An agreement with Mesa allows Meta's planned data center to use up to 4 million gallons of water a day.
Jesse Rieser for BI
"A typical data center can consume up to 5 million gallons of water daily," QTS wrote in a 2023 white paper. "There is rising concern over how these facilities will impact water supplies, especially in areas that are already water-stressed. To be good neighbors, data centers need to adopt water conservation strategies."
Data centers in the desert
In August, Yadi Wang stood in the dried-out riverbed of a Colorado tributary about 100 miles southwest of Phoenix. The temperature was rapidly approaching triple digits, and it wasn't yet 10 a.m. Wang, the manager of Oatman Flats Ranch, explained how water once flowed through this stretch of the Gila River, populated by beavers and cottonwood trees. Now, he said, sporting a brimmed leather hat and Carhartt jeans, it's among the most barren places in the state.
"This is no different than the Sahara desert," Wang said, picking up a handful of the sandy soil. The bone-dry grains easily slipped through his fingers.
Since the 1990s, Arizona has been in an extended drought. Rising temperatures have only increased water needs. Phoenix set a record last year with 113 straight days of high temperatures at or above 100 degrees Fahrenheit.
Water access determines everything. In 1980, the state passed the Groundwater Management Act requiring cities and developers in some of the most populous areas to prove they had enough water for the next 100 years before they could break ground on a new project. Since then, the battle for water has only grown more intense. Gov. Katie Hobbs recently limited residential housing growth in an area outside Phoenix that failed to prove it had enough groundwater. Agricultural producers have set out to conserve water.
Yet, Arizona has become one of the country's largest data center markets. If all permitted Arizona data centers Business Insider identified go online, it will be the country's second-largest market after Virginia in terms of energy consumption and the sixth in terms of number of facilities, with 52. Maricopa County, home to Phoenix, features one of the nation's largest data center clusters, with 48 campuses.
Robust tax incentives, passed by state lawmakers in 2013, have propelled that growth. Companies flocked to the desert to take advantage of the free money, cheap and plentiful electricity, and affordable land. In 2021, lawmakers extended the breaks through 2033.
Power lines in Maricopa County, Arizona, where if all data centers with permits go online, Business Insider estimates they could consume as much electricity as 3.3 million US homes.
Jesse Rieser for BI
The state's fragmented system of water management hasn't kept pace. Water from the Colorado River is tightly regulated, and the 1980 law governs groundwater extraction near population centers, but wells outside those areas can operate largely without limit.
Big Tech firms can shop for municipalities willing to allocate the water that data centers require. They have found many takers, often in Phoenix's less prosperous outskirts, where officials in cities such as Goodyear and El Mirage have approved massive data center developments in recent years.
"The appetite of the council has been to welcome economic development into our city," Mayor Alexis Hermosillo of El Mirage said in an interview. Approving data centers, she added, was "in alignment with that thought process and those priorities."
5 million gallons a day
Ron Rayner has been watching as data centers go up to Phoenix's west. He and his family have farmed in Goodyear for decades, growing cotton, alfalfa, and other crops on land they own or lease. Their largely agricultural community has been transformed by development, including new Amazon warehouses, residential housing, and data centers.
Western Phoenix sprawls into the desert. The Microsoft data center in the suburb of Goodyear could use enough water for tens of thousands of Americans.
Jesse Rieser for BI
Several years ago, Rayner pinned an aerial photograph to his office wall showing the land he and his brothers at the A Tumbling-T Ranches had under cultivation. Any time an owner of land they leased sold one of the plots to developers, they put a big X on the parcel. Rayner estimates they've lost about 2,000 acres, roughly a third of the land they once farmed.
"This map has just got all these big X's all over it," Rayner said. "They're gone, they're done, you know. They'll never be back."
One of those leases, for 260 acres in Goodyear, was terminated in 2018. The new owner was Microsoft, which bought that land and another 19 acres for $48 million to build a data center campus.
Initial water plans for the campus didn't survive. Microsoft went to the city council seeking fast-track authority to start constructing the first two centers on the campus, which it proposed would be cooled through direct evaporative cooling, one of the more water-intensive cooling technologies.
According to Goodyear city documents, Microsoft planned for each of the five buildings on its Goodyear campus to use 1 million gallons of water a day, for a total of 1.83 billion gallons a year. On average, that's enough water for roughly 61,000 Americans, or a bit more than half the city's population.
Microsoft's purchase of the land gave it ownership rights to underground supplies, but the thought of sucking up that much water for data centers in such an arid climate was daunting.
"The water situation was a little scary in the beginning," Stipp, the former Goodyear City Council member, told Business Insider, saying early projections suggested the company would have needed more water than its supplies could have provided. "You look at it and say, 'Holy smokes, that's a lot of water.'"
Microsoft won fast-track approval. Stipp said that he thought the anticipated tax revenue from Microsoft was too good for Goodyear to pass up and that the city's water supplies could handle the demand. But the company and the city still needed to figure out how to handle the enormous flow of wastewater that would result. Microsoft planned to treat its water discharge and send it by pipeline to a Goodyear drinking-water treatment plant, city documents said. As long as the treated wastewater complied with pollution rules, it could be fed into Goodyear's drinking water supply.
Goodyear, outside Phoenix, agreed to expand its wastewater plant to process 3 million gallons a day to handle water discharged from Microsoft's data center.
Jesse Rieser for BI
Microsoft soon changed course: The discharge from its data centers would overwhelm Goodyear's infrastructure. "Microsoft," reads a March 2023 city council report, "has effectively abandoned its original plan."
Microsoft's new proposal would instead send discharge to the city's wastewater treatment plant, making it more difficult for it to later be used as the city's drinking water. Then, another amendment: Microsoft's wasted water was so voluminous, 1.2 million gallons a day, that it would overwhelm the wastewater treatment plant, too.
Finally, Microsoft agreed that any buildings it constructed after the first three would employ mechanical air cooling, which uses more energy but less water. Goodyear agreed to expand its wastewater plant to process 3 million more gallons a day, enough to handle Microsoft's flow, at a cost of $90 million. Microsoft covered $36 million of that, and Goodyear the rest.
Wilsker, the Microsoft spokesperson, said the company altered course after conducting a feasibility study and also paid $9 million for other water infrastructure. Its three facilities use direct evaporative cooling only at certain temperatures, reducing water's use in cooling to less than 40% of the year, he said. Goodyear officials told Business Insider that data centers bring jobs and other economic benefits, and that Microsoft's current water plan let it rely on its state-designated water rights, so it wouldn't draw from the city's official supplies.
The offsets game
Tech companies have set bold commitments to offset their water consumption.
Microsoft, with 44 US data centers already built or underway, according to BI's tally, has pledged to be water positive by 2030 despite consuming a net 2.1 billion gallons of water in 2023, its sustainability report said.
Meta has said it will "return more water to the environment than we consumed for our global operations" by 2030. It has 32 data centers built or permitted, 28% of them in high or extremely high water-stressed areas, by BI's count.
Google β with 47 permitted US data centers, 19% in those acutely arid locations, Business Insider found β pledged to "replenish 120% of the freshwater" it consumes by 2030. In 2023, Amazon pledged to be "water positive" by 2030. The company said it was 53% of the way there by the end of last year. QTS set a goal of reducing its "water usage effectiveness" by 5% each year.
Like QTS, other companies are developing water-saving technologies. Google uses nonpotable water sources for some cooling, and Devon Smiley, a spokesperson, said the company had switched a Mesa facility to air cooling and wouldn't use water to cool future data centers in areas seriously short on water.
Microsoft is moving toward a design at its newest data centers in the Phoenix area that uses minimal water thanks to a closed-loop liquid cooling system, said Alistair Speirs, a senior director for cloud infrastructure at the company. At older data centers, Microsoft relies on adiabatic cooling, which uses water to wet a mesh-like material and forces air through the material with big fans to cool it down. When the ambient outside air temperature is below 85 degrees, that air is brought inside to cool the servers.
In August, Microsoft said all new data centers would be designed to cool the servers at the computer chip level, eliminating the need for water other than to fill the system during construction.
Industry experts say much data center technology still relies on millions of gallons of drinking water. Steve Solomon, a Microsoft vice president in data center engineering, said in an interview that data centers require drinking water if their cooling technology involves wetting the air that circulates inside the data center. If humans are to inhale it, the water must be free of bacteria or other pollutants, he said.
Over 40% of data centers in the US are built in areas of high or extremely high water scarcity, including in Goodyear.
Jesse Rieser for BI
Google's data centers consumed 6.1 billion gallons of water in 2023, a 17% increase over the previous year, of which the vast majority was potable. In a 2024 report, Google said its data centers used the same amount of water needed for 41 golf courses in the Southwest. Ren, the UC Riverside researcher, calls the comparison "unfair at best," as many golf courses use wastewater, not drinking water, for irrigation.
Increasingly, municipalities in the arid West are deciding that data centers and other large water users require careful watching, and in some cases are pushing back on companies' asks.
In Mesa, where city officials limit water supplies to large users, Meta found a partner in the Gila River Indian Community, one of 30 tribes that live in the Colorado River Basin and the victor in a 2004 legal challenge that gave the community access to some of the river's contested water.
The water the community won would not only supply the needs of the 15,000 residents of its reservation just south of Phoenix, but also promised to power its economy.
The community partnered with a local utility to create Gila River Water Storage, which took the community's unused Colorado River allotment and created an underground reserve of 1.62 trillion gallons.
The community was standing by in 2021 when Mesa's officials told Meta it would need to find additional supplies for the water its proposed data center required. The city at the time limited large water users to about 500,000 gallons a day from city supplies (a cap it lowered last year), and Meta needed 2.5 times as much.
So Meta turned to Gila River Water Storage. Under a 25-year agreement with the city, the company purchased storage credits and transferred them to the city. Mesa then gave the company allowances that, provided Meta meets certain conditions, will let it pull up to 4 million gallons a day.
Meta contributed funds to the Navajo Water Project, an effort to provide drinking water to Navajo Nation residents.
Jesse Rieser for BI
Jenn Duff, a Mesa City Council member and self-proclaimed "desert rat" who has lived in the Southwest her entire life, was the only council member to vote against the deal. She said she was startled by a report from the Kyl Center for Water Policy at Arizona State University that suggested Arizona might have less water than officials thought.
"We were in a severe drought, and we had a large water user coming in, and I started reading the publications, and I became alarmed," Duff said in an interview. She still carries around that report, its cover now torn, in her bag. "I just don't think water-cooled data centers should be in the desert."
According to the minutes of the vote, Mayor John Giles, who left office this year, voiced his support for the project and noted that the company had been informed about the need to purchase storage credits and advised about the need to be sensitive to water issues.
There's no guarantee that the water will be available through all of Meta's contract, as every claim on the Colorado's waters β including Indigenous allotments β is up for negotiation.
The Meta spokesperson told Business Insider that the company meets periodically with Mesa officials to ensure it stays in compliance with its water commitments to the city. Jason Hauter, a lawyer representing the Gila River Indian Community, said that while the future of available water supplies from the Colorado River was uncertain, "we do not foresee a future where this water supply is eliminated for central Arizona or for the Community in particular."
With less water-intensive cooling technologies still rare, companies have turned to a strategy known as "corporate water stewardship" to meet their goals. This involves paying other people to conserve water and then using a standard calculation to earn credits to offset the company's use.
Meta, for example, has helped fund drinking water access for the sprawling Navajo Nation and irrigation piping designed to prevent evaporation. In total, Meta has 12 projects in Arizona expected to restore 883 million gallons of water once they are built out, according to Roe, the spokesperson.
Microsoft, which also has purchased storage credits from Gila River Water Storage as part of its stewardship efforts, has also engaged in more controversial offset efforts as well. As part of a state conservation program, it helped fund compensation for the Colorado River Indian Tribes to leave 10,000 acres of farmland unplanted, a company report said, even though the practice of fallowing has fallen out of favor in the desert.
Drip irrigation on Arizona's Verde River conserves water for farming in the desert.
Jesse Rieser for BI
"When you fallow farmland in Arizona, you sterilize the land" by allowing nutrient-dense topsoil to blow away, said Dax Hansen, the owner of Oatman Flats Ranch. "It's just bad all the way around. The farmers make a little bit of money, but their land gets destroyed. You end up with more dust, more dust bowls, worse pollution, and all the rest."
"There is a healthy conversation about corporate water stewardship and how we manage it, and we are fortunate that the business community and corporations have been willing to do that," Kimberly Schonek, a project manager for The Nature Conservancy in Arizona, said in an interview. "We also want to be careful that we are not giving them cover."
Hannah Beckler and Rosemarie Ho contributed reporting.
A QTS data center under construction in New Albany, Ohio. In exchange for an economic development deal, QTS promised 10 full-time jobs per building.
John-David Richardson for BI
Columbus, Ohio, escaped the Rust Belt rut years ago.
Regional economic development officials offered incentives that attracted warehouses, manufacturing plants, and healthcare startups, reviving the economy and generating jobs. By 2018, hundreds of these deals over the previous eight years had created some 150,000 jobs.
Central Ohio now hopes to repeat that success. It's betting big on "Silicon Heartland," a high-tech innovation hub that proponents hope will be flush with high-paying jobs. Economic officials have dangled multimillion-dollar tax subsidy packages before some of the world's biggest technology companies.
The resulting investment, Gov. Mike DeWine promised, "further cements Ohio as the heart of our nation's technology and innovation."
Mostly, they're getting data centers. Central Ohio has become one of America's hottest hubs for these computing warehouses, with companies including Amazon, Google, Meta, and QTS flocking there, lured largely by generous incentives.
The problem: Data centers, which operate largely autonomously, don't produce many lasting full-time jobs.
A Business Insider analysis of construction permits, economic development deals, and company disclosures found that even the largest data centers generally employ fewer than 150 permanent workers, and some have as few as 25. Building those data centers also creates significant numbers of construction jobs, but those are short term, sometimes lasting less than a year β far shorter than the duration of the tax breaks the companies get, which often last a decade or longer.
That means the tax breaks given to developers can amount over time to more than $2 million for every permanent, full-time job at an operational data center, Business Insider's analysis found. That's roughly eight times higher than the $262,000 average per job that watchdog group Good Jobs First found in 18 economic development deals worth at least $50 million awarded in 2023.
A Google data center under construction in Lockbourne, Ohio. Around 80% of data center jobs are in construction.
John-David Richardson for BI
The number of jobs doesn't balance the cost, multiple economists and researchers who study tax subsidies told Business Insider β even factoring in the construction and other supporting roles that the tech industry uses to calculate its economic impact. Records show that the workforce on data center projects quickly tapers off, meaning industry estimates often significantly overstate long-term employment benefits.
The costs to the public don't end with tax subsidies. Data centers drive up electricity costs for other ratepayers as utility operators invest billions of dollars in new grid infrastructure to support escalating power demands. That has drawn opposition from other companies including retail giant Walmart, which has said that surging electricity bills are imperiling its expansion in states such as Ohio and Virginia.
Industry advocates argue the deals are worth it.
"Each new data center built in Ohio spurs a significant boost in investment, revenue, and wages that flow to Ohio businesses and workers, stimulating the state's economy," Josh Levi, the president of the Data Center Coalition, an industry advocacy group, wrote in an August 2024 op-ed article published by Cleveland.com. In recent US congressional testimony, he cited an estimate that data centers in Central Ohio supported more than "10,000 construction jobs, 2,000 data center jobs, and hundreds of maintenance and retrofitting jobs last year."
Drilling into the terms of specific economic development deals suggests a more complicated picture.
In 2021, for example, Google entered into a much-celebrated deal with Columbus to construct a data center campus. The city offered a 100% property tax abatement worth an estimated $54 million in tax savings over 15 years.
In exchange, the Google facility promised 20 full-time jobs at the data center, rising to about 40 jobs by 2047.
A Google data center in New Albany, Ohio, that received a tax break. Thirty-seven states have such incentive programs for data center investments.
John-David Richardson for BI
Pricing the 'Silicon Heartland'
Artificial intelligence is accelerating data center construction that already was growing quickly to power digital services from social media to medical care. In 2025 alone, Meta plans to spend at least $64 billion on facilities and equipment. Google's parent company, Alphabet, plans to spend $75 billion, and Microsoft said it would invest $80 billion.
Tech companies say their investments will supercharge local tax revenues and high-paying jobs will drive economic growth. Even with tax breaks, data centers contributed $162.7 billion in federal, state, and local tax revenue in 2023, according to a February 2025 PwC report prepared for the Data Center Coalition. The industry, the report said, supported 4.7 million jobs directly at data centers or indirectly through their supply chain.
Amazon, the biggest data center operator, calculates that its data centers each year have supported thousands of jobs, including 6,490 in Ohio and 20,700 in Virginia. Matt Hurst, a spokesperson for Amazon Web Services, Amazon's cloud-computing arm, told Business Insider the company was "proud of the good jobs we create, for the trust local communities invest in us, and for the opportunity we have to invest in those communities."
Meta says that its data center operations support 16,000 jobs and $1.2 billion in labor income annually, and that it has backed 440,000 construction jobs over the past decade. Google says its data centers supported 119,000 jobs and contributed $12.6 billion to US gross domestic product in 2023 across its supply chain, including construction. Microsoft's website says its data centers generate "public infrastructure improvements and tax revenue that serve as a catalyst for enhancing the quality of life."
"Our developments generate millions of dollars in tax revenue to support local priorities related to schools, roads, housing, and other critical needs, while also reducing the tax burden on residents," a spokesperson for QTS, which is owned by the investment firm Blackstone, said in a statement.
A Blackstone spokesperson also highlighted the benefits of data center development and said the company was "proud that our investment in QTS provides the digital infrastructure critical to the future of our country and economy."
Competition to score these promised benefits can be a race to the bottom, as developers pit state against state and city against city. New projects cluster in areas that offer the most competitive deals.
To investigate how these incentive deals play out, Business Insider identified areas of data center development and filed requests with all 50 states and Washington, DC, for the air permits that regulate backup generators at every data center. Business Insider compiled records for 1,240 data centers nationwide, the most definitive accounting to date, and requested records of data-center-related economic incentives from municipalities and states.
The largest data centers in Business Insider's analysis β the 322 massive facilities that we estimate consume 40 megawatts of electricity or more each β are heavily concentrated in a few places. Northern Virginia has 214, followed by Arizona's Maricopa County with 16, and Ohio's Columbus region with 9.
An entrance to a Meta data center in New Albany, Ohio, where the company has saved about $2 million in taxes per full-time job, according to a Business Insider analysis.
John-David Richardson for BI
Thirty-seven states have tax incentive programs for data center investments. Most exempt developers from sales and use taxes on building materials, machinery, or equipment β resulting in big hits to state coffers. In Virginia, 56 data center projects cost $928 million in abated state sales tax in the 2023 fiscal year alone. Disclosures in Ohio estimate it forfeited nearly $360 million in data-center-related state tax revenue from the 2022 through 2024 fiscal years.
Mason Waldvogel, a spokesperson for the Ohio Department of Development, called the tax incentive program "a strategic tool used to create long-term economic growth by attracting high-value, capital-intensive projects." A spokesperson for the Data Center Coalition said state tax exemptions for data centers were consistent with programs for other capital-intensive industries.
Cities also offer incentives, including breaks on property taxes and reimbursements for building fees. Arizona cities largely don't give property tax abatements but allow the use of precious water resources. Virginia grants access to enormous amounts of electricity and critical infrastructure but requires data centers to pay local property taxes. Indeed, Northern Virginia cities generate up to 31% of their total tax revenue from data centers, funding fire departments, affordable housing, and other services.
In the Columbus region, Business Insider located 19 data center-related deals that, together with state-level abatements, amounted to at least $750 million in forfeited tax revenue for 770 full-time jobs employed at data centers as of December 2023.
The jobs generally pay well, averaging $100,000 a year in Central Ohio, according to company disclosures. At the Google data center in Columbus, salaries range from $74,000 for a data center technician to $162,000 for an operations manager.
An Amazon data center in Plain City, Ohio. Amazon has signed at least seven data center-related economic development deals in Central Ohio.
John-David Richardson for BI
Amazon tops the list with seven deals. In one, the northwest Columbus suburb of Dublin agreed to sell Amazon 66 acres, which the city valued at $100,000 an acre, for $1 in total. Amazon agreed to pay the farmers previously leasing the land up to $40,000 total to abandon their soybeans and corn crops and terminate the lease. It told Dublin it expected to hire 25 full-time workers by the end of 2018, a nonbinding projection. In contrast, Amazon projected that it would hire 1,000 Ohioans at a new fulfillment center in Canton several years later β without taking any local property tax abatements or state incentives.
Amazon's Hurst said the company works hard to create every job it projects.
'Let 'em walk'
The deals keep coming, from Batavia, New York, to Meridian, Mississippi.
Nathan M. Jensen, a professor at the University of Texas at Austin who studies regional tax incentive programs, said cities are better off sitting these deals out. Communities throw everything they can at tech companies, yet when the costs of lost tax revenue and escalating electricity prices are factored against what the communities get back in jobs, revenue, and prestige, "there's just no evidence that you're going to benefit from that data center," he said.
If data center developers threaten to walk from cities that refuse to compete for these deals, Jensen's advice is blunt: "Let 'em walk."
Jensen said data centers were shaping up like professional sports stadiums, where cities give millions in tax revenue savings in exchange for temporary construction jobs and minimal economic impact. Construction of data centers generally lasts one to two years, or sometimes longer, and many construction jobs run for only part of that period.
In Virginia, one analysis found that about 80% of jobs from data centers created over a recent two-year period were in construction. And the numbers of such data-center-supported jobs cited in this year's Data Center Coalition report may be misleading, multiple economists and researchers who study incentives told Business Insider.
Timothy Bartik, a senior economist at the W.E. Upjohn Institute for Employment Research, a not-for-profit organization focused on reducing unemployment, said his own study suggests job numbers in the high-tech sector, like data centers, could be less than half of industry estimates.
A Google data center under construction in Lancaster, Ohio. Many jobs for projects like this last for only a portion of the overall construction period.
John-David Richardson for BI
Microsoft estimated last year that a campus with six data centers that it is building outside Cheyenne, Wyoming, would have 1,005 jobs at peak construction, falling to 335 full-time employees and contractors by the end of next year.
At a construction project in Columbus for the data center operator Cologix, one contractor, Baker Concrete Construction, had 63 people on payroll. Those jobs lasted an average of 6 Β½ weeks. Cologix said that overall the site had an average of 146 workers during the project's construction.
Incentive packages often spell out how many jobs a company commits to creating in exchange for its tax breaks. Data center companies generally commit to deliver only the jobs inside their facilities in exchange for their tax breaks β not the construction and other ancillary jobs they say their projects create. Based on what is actually promised in such deals, those jobs can be expensive for local governments. Business Insider identified five deals in Ohio where, as of December 2023, each long-term job in the data centers cost over $1 million in abated taxes over the life of the deal.
An Amazon data center in Hilliard had saved at least $195 million in state and local taxes as of December 2023, according to annual disclosures, driving the price of each job to over $1 million in abated taxes. New Albany, Ohio, garnered 98 jobs at a Meta data center, but forfeited $189.6 million in state and local taxes as of the end of 2023 β making each job worth about $1.9 million in foregone tax revenue.
"We disagree with this way of thinking about the benefits we bring to communities," Amazon's Hurst said, adding that it benefits communities in ways beyond direct job creation, such as spending with local businesses and funding job-training efforts. A Meta spokesperson said it helps communities where it operates through grants and partnerships.
The Data Center Coalition spokesperson said that focusing on jobs inside data centers understates the impact on service providers and suppliers, such as electricians, HVAC manufacturers, and portable sanitation companies.
Companies are still required to make yearly payments to the cities in lieu of property taxes to help ensure minimum contributions to the communities, which Business Insider incorporated into our cost-per-job calculations. Meta, for example, paid $21.8 million in total to New Albany as of December 2022. A spokesperson for New Albany said the payments ensure "data centers contribute meaningfully to the community, even with tax abatements in place."
And tech companies often sweeten the deals by promising to invest in education programs to upskill local workers. Amazon, for example, donated $25,000 and some equipment two years ago to the Tolles Career & Technical Center in Plain City, Ohio, to support the school's IT and cybersecurity training programs, which include a four-week training program for entry-level data center workers. At the nearby Columbus State Community College, the company pledged $50,000 in scholarships for a new data center technician certificate program.
Amazon donated $25,000 and some equipment two years ago to the Tolles Career & Technical Center in Plain City, Ohio, to help expand the school's IT and cybersecurity training programs.
John-David Richardson for BI
'Unprecedented' electricity use
The ultrapowerful computer chips crammed into data centers consume enormous amounts of power. A 2024 Department of Energy report estimates their electricity use, driven by the AI boom, could soon command as much as 12% of total US electricity use, from just over 4% in 2023.
Data centers are getting breaks on that, too β which residents and other businesses are helping pay for.
From 2020 through last year, Ohio data centers' load on the grid rose sixfold. By 2030, American Electric Power Ohio, the state's largest electricity provider, expects to grow by another 700% to reach 5,000 megawatts, enough to power at least 2 million homes.
If all hookup requests across more than 90 planned data center sites in Ohio are approved, AEP Ohio told regulators, demand could skyrocket to over 30,000 megawatts.
Since 2017, Ohio regulators have authorized multiple 10-year electricity rate subsidies for data center developers, reducing power costs for tech companies in exchange for their promises of new jobs. Other AEP customers have to pay for the shortfall.
Transmission lines in Central Ohio. Utilities are investing billions in electricity grid improvements to meet skyrocketing data center power demand.
John-David Richardson for BI
Matt Schilling, a spokesperson for the Public Utilities Commission of Ohio, said in an email to Business Insider that while the commission had approved some discounted rates for data centers, it had denied other applications for such arrangements.
At the same time, AEP has proposed spending at least $850 million in new or upgraded grid infrastructure and power plants to serve data centers, and another $350 million in other upgrades to support Central Ohio's extreme demand growth, according to filings. Ratepayers across Ohio foot the bill for this too, as AEP spreads the costs across all customers.
Walmart, one of Ohio's largest employers, said last June that an increasingly expensive electricity bill β owing partly to data centers' demand β imperiled its continued expansion in the state. That warning came in a filing supporting the utility's recent proposition to increase tariffs and regulations on data center customers.
A Data Center Coalition representative warned regulators in 2024 that those proposed tariffs and restrictions in Ohio could "depress the growth of an important emerging industry." The rate case remains ongoing.
Regulators across the US have offered similar deals to subsidize data centers' electricity use, shifting billions of dollars of costs to all ratepayers, including residential customers.
Regulators last year OK'd Georgia Power to construct an estimated $300 million 35-mile high-voltage transmission line and a new substation for a QTS data center near Atlanta. And this year, South Carolina regulators authorized Duke Energy to invest $66.5 million to upgrade a transmission line to serve a new QTS data center. The utilities will recoup their investments by increasing electricity bills for all their customers.
Duke Energy said it follows federal rules in allocating upgrade costs. South Carolina's regulator declined to comment and Georgia Power and that state's regulator didn't respond.
A QTS spokesperson said it pays for all utility infrastructure dedicated to its data centers "to ensure no impact to residential rates."
Cities in Central Ohio have forfeited millions of tax dollars in economic development deals with data center companies.
John-David Richardson for BI
"Utilities can fund discounts to Big Tech by socializing their costs through electricity prices charged to the public," a 2025 Harvard Law study of regulatory proceedings about utility rates for data centers found. Utilities profit, the study said, by "forcing the public to pay for infrastructure designed to supply a handful of exceedingly wealthy corporations."
Amazon, Microsoft, and Google told Business Insider they were committed to paying their full share for infrastructure serving their power needs. Tech companies and industry advocates say that other factors, such as electric vehicles, also are driving electricity growth and that the transition to renewable power drives up electricity costs.
To estimate the amount of power data centers demand nationwide, Business Insider used data from the air permits issued to data center backup generators. (See here for more on Business Insider's methodology.)
If every data center that's been issued a permit comes online, Business Insider estimates data centers' total electricity use across the country could reach between 149.6 terawatt-hours and 239.3 terawatt-hours a year. Business Insider's low-end estimate is roughly equivalent to the state of Ohio's electricity needs in 2023, and on the high end, is nearly as much power as the entire state of Florida used that same year. A 2024 federal report estimated US data centers' electricity use could reach the high end of Business Insider's estimate by 2026.
A 2024 report to Virginia's legislature found that data centers had historically paid their fair share of transmission upgrade costs but warned their sharply escalating electricity needs "will likely increase system costs for all customers, including non-data center customers."
Last July, Dominion Energy, Virginia's largest utility provider, asked regulators to approve a $23 million grid infrastructure investment billed across ratepayers, a request that is still pending. Regulatory staff said the investment was likely needed just for a single data center customer.
Months later, Dominion disclosed that it would need to roughly double its electricity generation by 2039 primarily to meet meteoric data center demand and new planned renewable energy capacity. Dominion estimates the planned expansion could cost up to $103 billion, increasing residential electricity bills by as much as 50%.
Aaron Ruby, a Dominion spokesperson, told Business Insider that the company had asked regulators to approve additional consumer protections to shield ratepayers from shouldering costs incurred by large customers like data centers. The planned increase in power bills is primarily driven by the utility's transition to carbon-free power generation, as is required by state law, Ruby wrote.
In Virginia, too, Walmart objected.
"Electricity is a significant operating cost for retailers such as Walmart," Lisa Perry, Walmart's director of utility partnerships, told regulators in February 2025, warning that increasing electricity rates would harm Walmart's investment in Virginia.
Andy Farmer, a spokesperson for the Virginia State Corporation Commission, said that data centers affected all the state's utilities, not just Dominion.
Data centers' ballooning power consumption leaves other businesses, residents, and utility regulators in a bind: Either pay to expand capacity for the tech companies, or risk going without enough power to attract other new business.
A vacant commercial building in Central Ohio. Ohio politicians hope data centers will transform the region into the "Silicon Heartland."
John-David Richardson for BI
In Indiana, the River Ridge Property Owners' Association in Clark County told state regulators in 2024 that a single Meta data center project had bled nearly all remaining power from the grid. Meta promised at least 50 high-paying permanent jobs at the site and hundreds of construction jobs, but the community would have no available electricity to attract other prospective companies investing in the area for at least four years.
"It is possible these data centers ultimately restrict, rather than foster, additional economic development," a representative of the Citizens Action Coalition of Indiana, a consumer and environmental advocacy organization, told state regulators. By 2030, the representative said, "just a few" data centers used for applications like AI will use "more electricity than all 6.8 million Hoosiers use at their homes."
Walmart representatives told Ohio regulators last year that data centers' massive electricity use threatened the company's planned rollout of electric vehicle charging locations at its retail locations.
"Growth in data center development is an economic boon for Ohioans," Google representatives told regulators this year, adding that the facilities were "pivotal in establishing the state as a leading technology hub."
Walmart argues that it brings more jobs and other benefits to the local economy β a claim supported by research from AEP Ohio. The utility calculated that each megawatt allocated to traditional commercial and industrial customers like Walmart supported at least 25 jobs.
Every megawatt used by a data center, the utility said, supports less than one job.
Sam Altman is the CEO of OpenAI, the maker of ChatGPT.
picture alliance/dpa/picture alliance via Getty Images
Before OpenAI, Altman was well-known in Silicon Valley as the president of Y Combinator.
The release of ChatGPT in 2022 catapulted Altman to worldwide fame.
Since then, he's led the charge to make OpenAI the first company to unleash the power of AGI.
OpenAI CEO Sam Altman had an eventful 2024, and 2025 is shaping up to be just as big.
While the 39-year-old entrepreneur has been a household name in Silicon Valley for years now, the rest of the world has gotten to know him more recently through the success of OpenAI's AI chatbot, ChatGPT, which launched in 2022.
So far this year, Altman has tried to transform OpenAI into a for-profit company before backtracking in light of a lawsuit filed by OpenAI cofounder Elon Musk, while releasing the company's first "emotionally intelligent" model GPT-4.5, and planning for GPT-5.
Altman also unveiled a new partnership with longtime Apple designer Jony Ive, who, with his design firm LoveFrom, will take creative and design control of OpenAI. OpenAI is also acquiring Ive's hardware startup in a $6.5 billion deal.
This year also marked major milestones in Altman's personal life. Altman, who's married to Oliver Mulherin, announced the birth of his son in February.
In April 2024, Altman was added to Forbes' billionaires list. OpenAI launched GPT-4o β its newest large language model βthe following month. In June, Apple CEO Tim Cook announced at Apple's Worldwide Developer Conference that the tech giant would partner with OpenAI to bring ChatGPT to iPhones.
Before the AI boom, Altman spent years as president of startup accelerator Y Combinator. He also owns stakes in Reddit, a nuclear fusion startup known as Helion, and other companies. In his free time, he races sports cars with his husband and preps for the apocalypse.
Here's a look at Altman's life and career so far.
Altman grew up in St. Louis and he was a computer whiz from a young age.
Sam Altman is a Missouri native.
f11photo/Shutterstock
He learned how to program and take apart a Macintosh computer when he was 8 years old, according to The New Yorker. He attended John Burroughs School, a private, nonsectarian college-preparatory school in St. Louis.
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Altman told The New Yorker that having a Mac helped him with his sexuality
Altman has been open about his sexuality since he was a teenager.
Matt Weinberger/Business Insider
"Growing up gay in the Midwest in the two-thousands was not the most awesome thing," he told The New Yorker. "And finding AOL chat rooms was transformative. Secrets are bad when you're eleven or twelve."
Altman came out as gay after a Christian group boycotted an assembly at his school that was about sexuality.
"What Sam did changed the school," his college counselor, Madelyn Gray, told The New Yorker. "It felt like someone had opened up a great big box full of all kinds of kids and let them out into the world."
Altman studied computer science at Stanford University before dropping out to start an app
Like many famous tech founders, Altman is a college dropout.
turtix/Shutterstock
The app shared a user's location with their friends. Loopt was part of the first group of eight companies at startup accelerator Y Combinator. Each startup got $6,000 per founder, and Loopt was in the same batch as Reddit, according to The Business of Business.
Loopt eventually reached a $175 million valuation
Altman has been a tech founder since his early 20s.
Drew Angerer/Getty
The $43 million sale price was close to how much it had raised from investors, The Wall Street Journal reported. The company was acquired by Green Dot, a banking company known for prepaid cards.
One of Loopt's cofounders, Nick Sivo, and Altman dated for nine years, but they broke up after they sold the company.
After Loopt, Altman founded a venture fund called Hydrazine Capital, and raised $21 million.
Peter Thiel has backed multiple companies founded by Altman.
Marco Bello/Getty Images
That included a large part of the $5 million he got from Loopt, and an investment from billionaire entrepreneur and venture capitalist Peter Thiel. Altman invested 75% of that moneyΒ into YC companies and led Reddit's Series B fundraising round.
He told The New Yorker, "You want to invest in messy, somewhat broken companies. You can treat the warts on top, and because of the warts, the company will be hugely underpriced."
In 2014, at the age of 28, Altman was chosen by Y Combinator founder Paul Graham to succeed him as president of the startup accelerator.
Altman was a teacher and a major player in the startup world in 2014.
Drew Angerer/Getty Images
While he was YC president, Altman taught a lecture series at Stanford called "How to Start a Startup." The next year, at 29, Altman was featured on the Forbes 30 Under 30 list for venture capital.
After he became YC president, he wanted to let more science and engineering startups into each batch.
Altman at the annual Allen & Company Sun Valley Conference in Idaho in 2016.
Drew Angerer/Getty
He chose a fission and a fusion startup for YC because he wanted to start a nuclear-energy company of his own. He invested his own money in both companies and served on their boards.
Mark Andreessen, cofounder of venture capital firm Andreessen Horowitz, told The New Yorker, "Under Sam, the level of YC's ambition has gone up 10x."
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He finds interesting β and expensive β ways to spend his free time.
The Koenigsegg Regera is a rare Swedish sports car that can cost nearly $5 million.
Martyn Lucy/Getty Images
In April (the same month he made Forbes' billionaire list), Altman was spotted in Napa, California, driving an ultra-rare Swedish supercar. The Koenigsegg Regera is seriously fast, able to go from zero to 250 miles per hour in less than 30 seconds. Only 80 of these cars are known to exist, and they can cost up to $4.65 million.Β
He once told two YC founders that he likes racing cars and had five, including two McLarens and an old Tesla, according to The New Yorker. He's said he likes racing cars and renting planes to fly all over California.
Separately, he told the founders of the startup Shypmate that, "I prep for survival," and warned of either a "lethal synthetic virus," AI attacking humans, or nuclear war.
"I try not to think about it too much," Altman told the founders in 2016. "But I have guns, gold, potassium iodide, antibiotics, batteries, water, gas masks from the Israeli Defense Force, and a big patch of land in Big Sur I can fly to."
Altman's mom is a dermatologist and told The New Yorker, "Sam does keep an awful lot tied up inside. He'll call and say he has a headache β and he'll have Googled it, so there's some cyber-chondria in there, too. I have to reassure him that he doesn't have meningitis or lymphoma, that it's just stress."
Altman has a brother, Jack, who is a cofounder and CEO at Lattice, an employee management platform.
Julia and Jack Altman live in the Mission District of San Francisco.
San Francisco Chronicle/Hearst Newspapers via Getty Images/Contributor
Along with their brother Max, the Altmans launched a fund in 2020 called Apollo that is focused on funding "moonshot" companies. They're startups that are financially risky but could potentially pay off with a breakthrough development.
In 2015, Altman cofounded OpenAI with Elon Musk, CEO of Tesla and SpaceX at the time.
Elon Musk and Sam Altman speak onstage in San Francisco.
"We discussed what is the best thing we can do to ensure the future is good?" Musk told The New York Times in 2015. "We could sit on the sidelines or we can encourage regulatory oversight, or we could participate with the right structure with people who care deeply about developing A.I. in a way that is safe and is beneficial to humanity."
Some of Silicon Valley's most prominent names pledged $1 billion to OpenAI, including Reid Hoffman, the cofounder of LinkedIn, and Thiel.
Altman stepped down as YC president in March 2019 to focus on OpenAI. He stayed in a chairman role at the accelerator.
Altman went all in on OpenAI in 2019.
@sama
At a StrictlyVC event in 2019, Altman was asked how OpenAI planned to make a profit, and he said the "honest answer is we have no idea."
Altman said OpenAI had "never made any revenue" and that it had "no current plans to make revenue."Β
"We have no idea how we may one day generate revenue," he said at the time, according to TechCrunch.
Altman became CEO of OpenAI in May 2019 after it turned away from being a nonprofit company into a "capped profit" corporation.
OpenAI changed from nonprofit status in 2019.
Skye Gould/Business Insider
"We want to increase our ability to raise capital while still serving our mission, and no pre-existing legal structure we know of strikes the right balance," OpenAI said on its blog. "Our solution is to create OpenAI LP as a hybrid of a for-profit and nonprofit β which we are calling a 'capped-profit' company."
OpenAI received a $1 billion investment from Microsoft in 2019.
Altman in 2014 in New York City.
Brian Ach/Getty Images for TechCrunch
Altman flew to Seattle to meet with Microsoft CEO Satya Nadella, where he demonstrated OpenAI's AI models for him, The Wall Street Journal reported. The pair announced their business partnership on LinkedIn.
Current and former insiders at OpenAI told Fortune that after Altman took over as CEO, and after the investment from Microsoft, the company started focusing more on developing natural language processing.
The company shifted its focus after Altman took over.
Brian Ach/Getty
Altman and OpenAI's former chief scientist, Ilya Sutskever, said the move to focus on large language models was the best way for the company to reach artificial general intelligence, or AGI, a system that has broad human-level cognitive abilities.Β
In 2021, Altman and cofounders Alex Blania and Max Novendstern launched a global cryptocurrency project called Worldcoin.
Worldcoin founders Alex Blania and Sam Altman.
Marc Olivier Le Blanc/Worldcoin
The company, now just called World, aims to give everyone in the world access to crypto by scanning their iris with an orb. In January, World said it had reached 1 million people and has onboarded over 150,000 first-time crypto users.
Under Altman's tenure as CEO, OpenAI released popular generative AI tools to the public, including DALL-E and ChatGPT.
A screenshot of a Dall-E webpage.
OpenAI
Both DALL-E and ChatGPT are known as "generative" AI, meaning the bot creates its own artwork and text based on information it is fed.
After ChatGPT was released on November 30, Altman tweeted that it had reached over 1 million users in five days.
ChatGPT was made public so OpenAI could use feedback from users to improve the bot.
ChatGPT's success was nearly instant.
Getty Images
A few days after its launch, Altman said that it "is incredibly limited, but good enough at some things to create a misleading impression of greatness." Altman postedΒ that ChatGPT was "great" for "fun creative inspiration," but "not such a good idea" to look up facts.
ChatGPT then launched a paid version of ChatGPT called "ChatGPT Professional" to give better access to the bot. In December, Altman posted that OpenAI "will have to monetize it somehow at some point; the compute costs are eye-watering."
In January 2023, Microsoft announced it was making another "multibillion-dollar" investment in OpenAI.
OpenAI's partnership with Microsoft further solidified its success.
David Paul Morris/Bloomberg via Getty Images
The value of Microsoft's investment was worth $10 billion. Before Microsoft's investment, other venture capitalists wanted to buy shares from OpenAI employees in a tender offer that valued the company at around $29 billion.
Altman is still interested in nuclear fusion and invested $375 million in Helion Energy in 2022.
Altman said he's "super excited" about Helion's future.
Kevin Dietsch/Getty Images
"Helion is more than an investment to me," Altman told TechCrunch. "It's the other thing beside OpenAI that I spend a lot of time on. I'm just super excited about what's going to happen there."
He told TechCrunch that he's "happy there's a fusion race," to build a low-cost fusion energy system that can eventually power the Earth.
OpenAI launched its subscription plan for ChatGPT Plus in 2023.
Users can pay for more features on ChatGPT.
FLORENCE LO/Reuters
People who pay $20 a month for ChatGPT Plus get benefits such as access to the app even when traffic is high, faster responses from the bot, and first access to new features and ChatGPT improvements.
Altman wrote that OpenAI's mission is to make sure AGI "benefits all of humanity."
Artificial general intelligence is a big talking point for Altman.
JASON REDMOND/AFP via Getty Images
"If AGI is successfully created, this technology could help us elevate humanity by increasing abundance, turbocharging the global economy, and aiding in the discovery of new scientific knowledge that changes the limits of possibility," Altman wrote on OpenAI's blog.
Despite its potential, Altman said artificial general intelligence comes with "serious risk of misuse, drastic accidents, and societal disruption." But instead of stopping its development, Altman said "society and the developers of AGI have to figure out how to get it right."
Altman went on to share the principles that OpenAI "care about most," including "the benefits of, access to, and governance of AGI to be widely and fairly shared."
Altman said he and OpenAI are "a little bit scared" of AI's potential.
GPT-4 (Generative Pre-trained Transformer 4) is a multimodal large language model from Open AI, a predecessor to GPT-4o.
Jaap Arriens/NurPhoto via Getty Images
In an interview with ABC News, Altman said he thinks "people should be happy that we're a little bit scared" of generative AI systems as they develop.
Altman said he doesn't think AI systems should only be developed in a lab.
"You've got to get these products out into the world and make contact with reality, make our mistakes while the stakes are low," he said.
In April 2023, OpenAI announced the option to turn off chat history in ChatGPT.
Over the years, people have expressed concerns about the privacy policies of AI chatbots.
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In a blog post, the company said it hoped the option to turn off chat history "provides an easier way to manage your data than our existing opt-out process."
When a user turns off their chat history, new conversations will be kept for 30 days for OpenAI to review them for abuse, then are permanently deleted.
In his first appearance before Congress, Altman told a Senate panel there should be a government agency to grant licenses to companies working on advanced AI.
Sam Altman testified before the Senate Judiciary Subcommittee on Privacy, Technology, and the Law in 2023.
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Altman told lawmakers there should be an agency that grants licenses for companies that are working on AI models "above a certain scale of capabilities." He also said the agency should be able to revoke licenses from companies that don't follow safety rules.
"I think if this technology goes wrong, it can go quite wrong," Altman said. "And we want to be vocal about that, we want to work with the government to prevent that from happening."
OpenAI launched a ChatGPT app for iPhones and Android users in 2023.
OpenAI released its official ChatGPT app to iPhone users.
Insider
The app, which is free, can answer text-based and spoken questions using Whisper, another OpenAI product that is a speech-recognition model. Users who have a subscription to ChatGPT Plus can also access it through the app.
Altman met with leaders in Europe to discuss AI regulations and said OpenAI has "no plans to leave" the EU.
Altman believes AI could surpass humanity in most domains in the next 10 years.
Elizabeth Frantz/Reuters.
At the start of his trip, Altman told reporters in London that he was concerned about the EU's proposed AI Act, which focuses on regulating AI and protecting Europeans from AI risks.
"The details really matter," Altman said, according to the Financial Times. "We will try to comply, but if we can't comply, we will cease operating."
However, he shared on X later in the week that OpenAI is "excited to continue to operate here and of course have no plans to leave."
In an October 2023 interview, Altman expressed "deep misgivings" about people befriending AI.
Altman has been vocal about his stance on AI's place in the future.
"I personally really have deep misgivings about this vision of the future where everyone is super close to AI friends, and not more so with their human friends," Altman said.
OpenAI shocked tech fans by announcing that Altman would no longer be the company's CEO.
Altman and CTO Mira Murati, who briefly took over as interim CEO after his ousting.
PATRICK T. FALLON/Getty Images
In November, the OpenAI board of directors announced that Altman would be stepping down from his role as CEO and leaving the board, "effective immediately."
In a blog post, the board said it "no longer has confidence in his ability to continue leading OpenAI," and added that Altman was "not consistently candid in his communications."
"We are grateful for Sam's many contributions to the founding and growth of OpenAI," a statement from OpenAI's board says. "At the same time, we believe new leadership is necessary as we move forward."
Altman issued his own statement via a post on X.
"i loved my time at openai. it was transformative for me personally, and hopefully the world a little bit. most of all i loved working with such talented people," Altman wrote.
He added: "will have more to say about what's next later."
Days after the ouster, Altman returned as CEO.
Altman returned to OpenAI days after his dismissal was announced.
"We have reached an agreement in principle for Sam Altman to return to OpenAI as CEO with a new initial board of Bret Taylor (Chair), Larry Summers, and Adam D'Angelo," the company wrote on X.
In January 2024, Altman confirmed he had married his partner Oliver Mulherin.
OpenAI CEO Sam Altman (R) with his husband Oliver Mulherin (L) at a White House dinner.
An attendee of the wedding confirmed to Business Insider that the pictures the couple shared weren't AI-generated. His husband is an Australian software engineer who previously worked at Meta, according to his LinkedIn profile.
OpenAI launched its text-to-video model Sora.
Sora is still being tested, but OpenAI and Sam Altman are showing off what it can do.
OpenAI
In February 2024, OpenAI unveiled Sora to the public. The program β named after the Japanese word for "sky" β created up to one-minute-long videos from text prompts.Β
"We're teaching AI to understand and simulate the physical world in motion, with the goal of training models that help people solve problems that require real-world interaction," OpenAI wrote in Sora's announcement.
Altman and his husband signed the Giving Pledge in 2024.
Sam Altman and Oliver Mulherin have pledged to give away most of their wealth.
Kevin Mazur/Getty Images for Time
A few weeks after Forbes declared Altman a billionaire, he and his partner signed the Giving Pledge, vowing to give away most of their fortune.
"We would not be making this pledge if it weren't for the hard work, brilliance, generosity, and dedication to improve the world of many people that built the scaffolding of society that let us get here," the pledge letter read.
They continued: "There is nothing we can do except feel immense gratitude and commit to pay it forward, and do what we can to build the scaffolding up a little higher."
OpenAI introduces GPT-4o.
OpenAI's CTO was the main speaker at the Spring Update in May.
OpenAI
During its "Spring Update" on May 13, 2024, OpenAI announced GPT-4o, an updated version of its large language model that powers ChatGPT. OpenAI CTO Mira Murati made the announcement, and Altman didn't make an appearance despite actively promoting the event on X.Β
Altman might've been absent from the presentation, but the demonstrations of ChatGPT's voice and video capabilities created buzz online. It also led to Altman and his company being called out by actor Scarlett Johansson, who alleged that the OpenAI chatbot Sky's voice sounded "eerily similar" to her own after she declined a partnership.
Altman's post on X referencing a movie in which Johansson voices someone's virtual girlfriend was quickly called into question, and the company soon said that it would not move forward with the voice heard in the demo.
Apple announced a partnership with OpenAI at the Worldwide Developers Conference in June.
OpenAI's Sam Altman and Apple's Tim Cook announced a deal at WWDC 2024.
Getty Images
After much debate about how it would enter the AI arms race, Apple announced at WWDC 2024 that it would partner with OpenAI to close the gap between it and its rivals.
Although Bloomberg reported that Apple isn't paying OpenAI in cash, the tech titan's solid installed base of over two billion users means more people may use ChatGPT if it comes integrated with Siri. According to the presentation, Siri will be able to handle more complex requests with help from ChatGPT.
Altman was spotted attending WWDC the day the partnership was announced and speaking to high-ranking Apple employees ahead of the keynote.Β
Altman might finally get equity as OpenAI considers restructuring.
Sam Altman
Riddhi Kanetkar / Business Insider
Altman confirmed reports that OpenAI was planning a corporate restructuring during a talk at Italian Tech Week in September 2024.Β
"Our board has been thinking about that for almost a year, independently, as we think about what it takes to get to our next stage," Altman said. "I think this is just about people being ready for new chapters of their lives and a new generation of leadership."
As part of those changes, Altman might finally get equity in OpenAI, which is now worth about $157 billion after it closed its most recent, $6.6 billion funding round.Β
In October 2024, Altman weighed in on how close he is to achieving OpenAI's mission.
OpenAI CEO Sam Altman.
Andrew Caballero-Reynolds/AFP/Getty Images
At OpenAI's developer conference, Dev Day, Altman said o1, OpenAI's latest set of AI models, which it says has "reasoning" abilities, represented a breakthrough toward artificial general intelligence.Β
While Altman said he believes AGI β a still hypothetical form of AI that can solve any task a human can β is still a ways away, there will be "very steep" progress over the next two years.
OpenAI announced in January that it'd be involved in a $500 billion project called Stargate.
President Donald Trump, OpenAI CEO Sam Altman, SoftBank CEO Masayoshi Son, and Oracle founder Larry Ellison at the Stargate press conference.
Andrew Harnik/Getty Images
On January 21, Altman joined Oracle CTO Larry Ellison, President Donald Trump, and SoftBank founder Masayoshi Son to announce a partnership to fund a $500 billion investment in US AI. The companies would form Stargate, a project that seeks to build US AI infrastructure and create jobs.
"Together these world-leading technology giants are announcing the formation of Stargate," Trump said, adding: "Put that name down in your books, because I think you're going to hear a lot about it."
He declined a $97.4 billion bid to buy OpenAI from a group led by Elon Musk.
Musk and Altman have had a rocky relationship since he left OpenAI.
Steve Granitz, Andrew Caballero-Reynolds/Getty Images
Though the pair founded OpenAI together, Altman's relationship with Musk has become increasingly tense over the years. Musk offered to run OpenAI, but his proposal was rejected, Semafor reported in 2023. He departed OpenAI in 2018 and went on to start xAI.
Since then, they've had heated exchanges, shared words of appreciation, and entered a legal battle. Musk sued Altman and OpenAI in March 2024, alleging the company violated its founding principles.
In an August 2024 lawsuit, Musk claimed he was "deceived" into cofounding OpenAI.
The most recent development in their feud is a $97.4 billion bid to buy the AI company by a group led by Musk. Altman declined, telling Sky News reporters at an AI summit in Paris, "The company is not for sale, neither is the mission."
He announced the birth of his first child in February.
welcome to the world, little guy!
he came early and is going to be in the nicu for awhile. he is doing well and itβs really nice to be in a little bubble taking care of him.
On February 22, Altman announced the birth of his son on social media. Altman said the newborn will be in the neonatal intensive care unit, or NICU, which offers medical treatment after birth, "for awhile."
"i have never felt such love," Altman said in his post.
Days later, OpenAI released GPT-4.5.
Sam Altman posted a roadmap for GPT-4.5 and GPT-5 on X.
JOEL SAGET / AFP
Altman introduced the new model in a post on X, where he described it as "the first model that feels like talking to a thoughtful person." He added that the model will be "giant" and "expensive," and Altman said it offers a "different kind of intelligence and there's a magic to it."
OpenAI released GPT-4.5 to pro tier users who pay $200 a month and developers in the API with plans to offer it to ChatGPT Plus, Team, and Edu users the following week.
OpenAI backtracks on its plans to go for-profit
In a blog post on May 5, OpenAI said it "was founded as a nonprofit, and is today overseen and controlled by that nonprofit. Going forward, it will continue to be overseen and controlled by that nonprofit."
It added that the"for-profit LLC, which has been under the nonprofit since 2019, will transition to a Public Benefit Corporation (PBC)βa purpose-driven company structure that has to consider the interests of both shareholders and the mission."
OpenAI also said that the nonprofit will continue to control the PBC and remain its largest shareholder. The new PBC will maintain OpenAI's same mission.
OpenAI acquires the startup io from ex-Apple designer Jony Ive in a $6.5 billion deal.
Jony Ive and Sam Altman.
LoveFrom
Altman announced on May 21 that OpenAI was buying a hardware startup called io from Jony Ive, the former Apple exec who led the design of the iPhone and other iconic products. The deal is valued at nearly $6.5 billion, a spokesperson confirmed to BI.
Altman also noted that Ive, and his design firm LoveFrom, would be taking control of creative and design at OpenAI β a partnership that has been two years in the making.