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An arcane tax policy is about to reshape America’s energy economy.

How do you prove your electricity is clean? This deceptively simple question is at the heart of an all-out war raging among environmental groups, academics, and energy companies over a new tax credit for the production of clean hydrogen.
At stake, most immediately, is billions of dollars in subsidies and the success and integrity of a nascent climate solution. But the question is so foundational to the energy transition that the answer could also reverberate through the U.S. economy for decades to come. And by a fluke — or by the limitations of the current political system — Janet Yellen’s Treasury Department has been tasked with setting the precedent.
“This is not just a hydrogen debate, at its very core,” Nathan Iyer, a senior associate at the clean energy research nonprofit RMI, told me. “This is the first round of a much larger, era-defining question.”
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To see why, it’s crucial to understand what all the hydrogen hubbub is about in the first place.
Hydrogen is a key plank in the Biden administration’s climate strategy, as it has the potential to replace fossil fuels in a number of industries, including steelmaking, shipping, aviation, and fertilizer production. But today, most hydrogen is made from natural gas in a carbon-intensive process, so first it has to become cheaper to make it in cleaner ways.
The Treasury Department got involved because the Inflation Reduction Act, which Biden signed last summer, created a generous tax credit to make these other, cleaner ways of producing hydrogen more competitive. One method, called electrolysis, involves splitting hydrogen off of water molecules using electricity. The process is emissions-free, as long as the electricity comes from a carbon-free source. Companies will be able to earn up to $3 for every kilogram of hydrogen produced this way. But before anyone can claim the credit, the Treasury has to write rules for what counts as clean electricity.
This is a more fraught question than it might sound. If a hydrogen plant wants to use power from the electric grid rather than build its own, dedicated supply, there’s no easy way to trace where the electrons it’s using originated. And the grid is still largely fed by fossil fuels.
The solution is to allow grid-connected projects to “book” clean energy by signing contracts with wind or solar or geothermal plants that serve the grid, and then “claim” the use of that energy to the Treasury. Many industries voluntarily use these sort of “book and claim” deals in order to advertise to customers that they are “powered by clean energy.”
But one influential Princeton study found that hydrogen production from electrolysis is so energy-intensive that in order to be sure that it has a low carbon footprint, these deals should follow three guidelines: The “booked” clean energy should be generated locally, from a recently-built power plant, and matched to the hydrogen facility’s operations on an hourly basis. Otherwise, you might have a hydrogen plant in New Mexico “buying” energy from a wind farm in Texas that’s already been operating for half a decade. Or you might have that same plant buy lots of local solar power, but then keep operating at night. In either case, a natural gas plant will likely have to ramp up to meet the real-time energy demand.
Without these guardrails, the authors warn, the Treasury could end up directing billions of taxpayer dollars to facilities that emit twice as much carbon as those making hydrogen from natural gas today.
Many hydrogen companies want the Treasury to instead adopt more of an “A for effort” kind of approach. They argue that the point of the tax credit is to launch a new industry, and that onerous rules could kill it before it has a chance to get off the ground.
In fact, there’s so much money on the line that the Fuel Cell and Hydrogen Industry Association has been flooding the public with ads in newspapers and on streaming and podcast services delivering a cryptic warning that “additionality” — the requirement to buy energy from new power plants — was threatening to “set America back.” Others, like the energy company NextEra, are lobbying against the hourly requirement.
While companies tussle with environmental groups and others over what’s at stake for hydrogen, the Treasury’s decision will have implications far beyond any one project, company, or even industry. That’s because the emissions risks described in the Princeton paper are not unique to clean hydrogen.
Automotive, paper and pulp, and food and beverage are just a few examples of other industries with large energy needs that use heat from natural gas boilers but could eventually switch to industrial electric heat pumps or thermal batteries. There are also emerging technologies that hardly exist yet, like machines that remove carbon from the atmosphere, that could be essential to curbing climate change, but will consume lots of electricity.
If we don’t decarbonize the grid in tandem, these solutions could do more harm than good. But whether or not it should be the responsibility of individual companies to do that is a question that will keep coming up. Unlike Europe, the U.S. has no national renewable energy standard or other policy working in the background, forcing the grid to get greener over time no matter how much electricity demand grows.
Legacy industries are unlikely to switch to electricity voluntarily, let alone build clean power sources while they do it. These shifts will require subsidies that make them profitable or regulations that obligate them. And designing those subsidies and regulations will require making the same call that the Treasury is being asked to make right now.
“In that broader sense, these clean hydrogen rules are a real opportunity,” said Gernot Wagner, a climate economist at Columbia Business School. “It's important to get this right.”
The decision could also have international trade implications. Europe has already finalized its own rules for what constitutes clean hydrogen, and they essentially mirror the three guidelines recommended by the Princeton paper, but phase them in to give companies time to figure out how to comply. A weaker set of rules in the U.S. could tarnish the reputation of U.S. hydrogen in global markets.
“We are going to want to have a single global market,” said Jason Grumet, the CEO of the trade group American Clean Power during a panel on Monday about the tax credit debate. His organization wants the Treasury to adopt similar rules to Europe, but phase them in much more slowly. He argued that some companies would still choose to follow Europe’s timeline in order to have access to that market.
The market in question is not just a market for clean hydrogen, per se. The stuff isn’t an end in itself but a building block for decarbonizing a wide range of other products: clean steel, carbon-free fertilizer, replacements for jet fuel, to name a few.
That won’t just matter for exports to Europe, but business opportunities at home. The Biden administration’s “Buy Clean” initiative requires the government to prioritize buying “low-carbon, made in America construction materials.” But if the foundation of these “clean” products is built on faulty carbon accounting it could undermine the whole program.
“Over time, there will be increasing incentives to use low-carbon materials and products because of policies like Buy Clean,” said Rebecca Dell, senior director of the industry program at the Climateworks Foundation. “But the further down the supply chain you go, the harder it is to enforce regulations on the inputs and processes at the top. So it’s worth getting [the hydrogen tax credit] right on its own merits.”
The tax credit rules could also set off a negative feedback loop within the power sector itself. The Environmental Protection Agency recently proposed new regulations to reduce emissions from power plants, including the option to let them burn a blend of natural gas and hydrogen. But if making hydrogen requires burning a lot of natural gas in the first place, the benefits could cancel out.
A senior spokesperson for the Treasury did not respond to a question about whether the department was considering any of these broader implications in devising the rules, instead replying that it was “engaging with a range of stakeholders, the Department of Energy, and other federal partners” and “focused on providing clarity to businesses as soon as possible and ensuring this incentive advances the goals of increasing energy security and combating climate change.”
Wagner, of Columbia, compared the situation to the federal renewable fuel standard, a subsidy for ethanol that Congress created ostensibly to reduce emissions from transportation. But recent analyses have found the policy has done more harm than good for the climate. Nonetheless, the EPA recently re-upped the policy for three more years. Once a policy is in place, it’s pretty hard to tighten it later, Wagner told me.
“What we are trying to do by getting the rules for clean hydrogen right from the beginning is to avoid a reckoning later.”
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The administration filed to dismiss an appeal of a December ruling that overturned its offshore wind permitting freeze.
Trump’s Department of Justice is giving up on defending the president’s offshore wind permitting moratorium.
The DOJ filed a motion on Wednesday to dismiss its appeal of a federal court’s December decision vacating the order to halt offshore wind approvals. The plaintiffs in the case — New York and 16 other states, as well as the Alliance for Clean Energy New York, a trade group — did not oppose the motion. The case will not be officially dismissed, however, until the First Circuit Court of Appeals approves the request, which typically happens quickly when both parties support the dismissal.
The case stems from an executive order President Trump issued on the first day of his current term temporarily withdrawing all areas of the outer continental shelf from offshore wind leasing and pausing all federal authorizations for offshore wind projects while the administration conducted a review of leasing and permitting practices.
States took the administration to court last May, arguing that the order was arbitrary and capricious and violated the Administrative Procedures Act. They claimed it harmed their ability to source reliable and affordable energy and threatened billions of dollars in investment in supply chains, workforce development, and wind industry-related infrastructure.
On December 8, Judge Patti B. Saris of the U.S. District Court for the District of Massachusetts ruled in the states’ favor and vacated the offshore wind order. More specifically, the judge vacated the portion of the order directing agencies to pause permits and other authorizations. The withdrawal of areas eligible for new leases remains in effect.
The Trump administration appealed the ruling to the First Circuit in February, but never submitted an opening brief. The initial deadline was May 11, but on May 4, the DOJ requested additional time to file the brief. The judge gave the defendants until June 10. On that date, the defendants filed the motion to dismiss.
This is a developing story and we’ll update it as we learn more about the administration’s actions and their effects.
The data center water issues are real – but they aren’t what you think.
Too often, I hear people say the number one reason they’re against data center development is water use. Heatmap’s data shows water consumption is historically the reason cited most often by activists when opposing projects. This complaint, they often say, is rooted in the fear that this nascent buildout of AI infrastructure will simply draw so much H2O it will leave little liquid left for the rest of us.
I spent weeks trying to understand how real the water use problem is when it comes to data centers, reading research and speaking to some of the world’s leading academics, large tech firms, and environmental advocates to make my best attempt at answering some of the most important questions being asked about data centers.
Before I jump into this thicket, a few caveats. I’m not going to address the host of water pollution concerns many have raised about data centers because that is for a future article. If you want me to dissect how Rep. Alexandria Ocasio-Cortez got a jar of dirty water near a Meta data center, that was poor construction practices – not a data center’s water demand. By that same token, if you're itching for me to find out how much PFAS is in data center water, I’m not delving into that here, though I’ll just say PFAS is everywhere and isn’t a data center-specific issue.
So are there problems with AI data centers’ water use? Yes. Are data centers using too much water for society to handle? It depends on what “too much” means to you. Is the AI data center boom going to usher in a new era of drought across the United States? Probably not, but there’s a few places we should be mindful of.

Researchers told me data center water use is a painfully understudied topic rendered more obscure by a lack of public information about individual H2O consumption at the project level. Those I spoke to were split on how seriously to take the topic.
Some analyses insist the sector’s water use should be regulated and tackled head-on by the sector. I spoke with Yi Ding, an assistant professor at Purdue University, who co-authored a paper laying out a framework for evaluating the water impact of computing weighted specifically for water stress. Ding told me there is currently no set of industry-led best practices for sustainable water-conscious data center operation and her work aims to fill that gap.
When I asked Ding if data centers are actually threatening individual towns’ water supplies, she didn’t hesitate: “Yes, it’s significant.”
Others in this field have the opposite view.
“Water is often brought up as the primary concern when it’s less important,” David Mytton, a sustainable computing researcher at Oxford University, told me. “The more important thing is going to be how you bring more clean energy onto the grid, and nuclear power, so that we can generate sufficient energy to build these centers.”
Large tech companies are starting to spend less time debating the extent of the problem and more bandwidth addressing the PR crisis surrounding data center and AI water use.
Ben Townsend, Google’s head of infrastructure and sustainability, told me he believes that “from a comms and PR perspective” he has “no doubt” it would be easier to build data centers without the debate over water. “Data centers operators are not explaining why they’re using water or how much water they use. There’s a complete lack of transparency or discussion.”
Google has been getting splashy around this topic, a public relations strategy that reminds me of Meta’s recent workforce training investments. Last week, Google announced five fresh “commitments” towards its “climate-conscious approach” to water use, including a pledge to “replenish more water than we consume at our sites” by 2030.
This week, Amazon made a similar declaration and claimed its operations are 75% of the way to accomplishing this goal, which it’s calling “water positive.” Brandon Oyer, director of energy and water at Amazon Web Services, told me he thinks the industry “could’ve done better” and “come out earlier” to address its water use.
“There’s just been a lot of misinformation that has led people to [be] a little bit alarmist. And rightfully so. I would get alarmed if I thought that water was going to be impacted in my community,” Oyer said.
The basics of data center water use
Data centers need water to cool large server racks whizzing away to power AI and most other internet practices, from streaming to online banking. Normally, you don’t want computers to get too hot because then they can crash causing potentially catastrophic harm to the machine.
This water use presents a number of environmental challenges. Often, server farms rely on clean, fresh water, or filtered drinking water, a need largely for functionality reasons. They’re competing for this resource at a time when supply is dwindling amidst the crisis of global warming.
Making matters worse, much of the U.S. has faced drought conditions over the past year, including states that are typically water abundant, like Virginia and Georgia, that are at the center of the data center boom. On Monday, The Guardian reported that more than half of all planned data centers in the U.S. are in “locations that have been in drought conditions throughout the past year,” citing data center site information from federal agencies and the energy data firm Cleanview.
In the top data center destination of Texas, where peak electricity demand could more than quadruple in the near future, analysis from state university researchers released in May found data centers could wind up between 3% to 9% of water demand by 2040. Projects are being developed near cities like Corpus Christi and El Paso that were already fearful their drinking water supplies would dry up before the AI infrastructure boom came to town.
“The impact of building a data center in Arizona versus Wyoming is very different,” said Ding, the Purdue University researcher. “[Companies] will say different things because of their position. The problem is substantial and sometimes it’s not that they don’t want to use water – it means they don’t have water to use.”
The most water intensive version of data center cooling is called “evaporative cooling,” which mixes water evaporation and ventilation air flow to cool rooms in ways industry compares to human sweat. Evaporative cooling uses a lot of water and regular fresh supply because, well, the water goes away once it evaporates.
One Google data center using evaporative cooling in Council Bluffs, Iowa used more than 1 billion gallons of water in 2024, a stat that made the project a poster child for perceived excesses in water use. Somewhat ironically, we know this because Google is one of the few large tech companies to voluntarily disclose direct water consumption from individual data centers on an annual basis.
But cooling tech is becoming much more water efficient. You may have heard of “closed loop cooling” – that’s when a chilling system is supposedly self-contained. These systems as designed typically rely on loops of pipes filled with coolant flowing through them. This means they should not expel much liquid. If the modern trend in data center development skewed towards closed-loop systems, it would theoretically mean very little new water supply drawn on the average day.
“If you’re using a closed loop system, the water goes into the data center and then it doesn’t really require a refill every so often. It’s a one-time thing,” Mytton said. “If you’re using evaporative cooling, the water is continuously evaporating into the atmosphere. That’s when it’s being drawn from water sources.”
Closed-loop systems aren’t perfect because of ordinary issues like leaks. These flaws have meant this innovation has done little to assuage the loudest local concerns about water use. Critics of the sector have pointed to estimates pegging a closed-loop failure rate up to 25%. But Mytton said this criticism against closed-loop cooling systems is a little misguided. “They’re just wrong. They just don’t understand how data centers work.”
Closed loop systems and water-free cooling processes (like simple air vent-based cooling) also have trade-offs, particularly the extra energy and chemicals required to make these loops work to spec. Given data center developers are often choosing gas-fired power, which also requires water and produces greenhouse gas emissions, more power for less water is hardly a comfortable trade-off from an environmental perspective.
“‘Closed-loop cooling’ is a marketing gimmick,” proclaimed anti-data center group Food and Water Watch in an April blog post, calling the practice “greenwashing” and “just clever advertising.”
We do not know right now how much water most data centers are actually using, sans a handful of companies reporting individual facility use like Google. The data center development space – Big Tech, their subsidiaries, start ups, real estate firms – is mostly keeping their individual facility water usage private, and there isn’t really any regulation at any level of government to compel this information to be released in the United States, despite it being the number one destination for data center development. Corporations often consider these figures proprietary and municipal governments often consider this confidential business information, making it likely to be redacted or withheld from public records requests.
For example, in Wisconsin, an environmental group sued the city of Racine when officials refused to give water use projections for Microsoft’s data center campus in the nearby village of Mount Pleasant, about five miles from the shores of Lake Michigan. The projections were ultimately released under court order, showing Microsoft’s data center campus was projected to use up to 234,000 gallons of water on peak days or up to 2.8 million per year; eventually those numbers could almost triple to 702,000 gallons on peak days, or almost 8.5 million gallons a year.
These projections, according to Microsoft, are for a facility where more than 90% of the facility will rely on closed-loop cooling. The rest of the data center campus “will use outside air for cooling, switching to water only on the hottest days.” The company has called this design a “technological milestone” that’ll use “roughly the amount of water a typical restaurant uses annually.”
Microsoft is accurate here: the average eatery uses roughly 250,000-to-300,000 gallons of water a year according to restaurant sustainability advocates, a level of consumption that’s led restaurants to be roughly 15 percent of total water use in commercial facilities in the United States.
Personally I think it is easier and more useful to compare a data center to a farm, especially given how many are fighting to stop these projects to preserve prime farmland. Agriculture doesn’t measure water consumption by the gallon; farms use far too much water for those stats to work here. Instead farms use acre-feet, which is calculated using the volume of water necessary to entirely cover an acre of land with one foot of water. For posterity, one acre-foot is almost 326,000 gallons of water, which is about the maximum daily water consumption of that Microsoft data center in Mount Pleasant, Wisconsin. In 2023, the average amount of water applied to a single acre of farmland for irrigation was 1.5 acre-feet, rendering this figure comparable to a large Microsoft data center. This is still a lot of water and not a 1:1 comparison, since different crops require water at different times. But even if a data center consumed that much water every day for a full year, that’s 365 days. An average large farm is a little more than 1,400 acres and many farms span far more acreage. That’s the sort of relative scale we’re working with. So, for instance, a large family farm in Stafford County, Kansas, might use something like 420 million gallons of water over roughly 1,000 irrigated acres of corn in an average year.
I’m no farming expert – there might be things about farmland irrigation I don’t necessarily understand. But it's hard for me to look at these numbers and not long for some sort of rethinking about how we’re doing water math with data centers, especially given the environmental trade-offs around using less water.
Honestly I don’t think trying to explain this math helps anymore because secrecy may have spoiled the well in Racine, pun intended. In September, a peer-reviewed study by University of Wisconsin researchers found the Mount Pleasant datacenter had become “a microcosm of a macro problem with secrecy.” The paper stated that while closed-loop systems at the Mount Pleasant facility “may significantly reduce water use during some of the year, there is still a question of transparency and why it has been so difficult to obtain clear answers about water use.” Full transparency around water use, as well as the energy required for water-lite cooling practices, would be “essential” for any future research into industry practices “to have credibility,” the study stated.
Asked for comment on the study, a Microsoft spokesperson said via email: “Our datacenter campus in Mount Pleasant leverages the latest and most innovative cooling technology available. In past datacenter designs, water has played a key role in datacenter cooling and humidification, but our new designs aim to eliminate this continuous need for municipal water for cooling. The bottom line is that this data center, and others we build in the future, will not require massive amounts of water.”
When you zoom out further, water use by sector shows that U.S. data centers are not the leading driver of water use and its scarcity to date. Thermal power (fossil energy) and agriculture are by far the largest users of water in the U.S. economy, and it would be challenging for the data center industry to ever catch up. Industry figures collected in 2015 found thermo-electric power used roughly 132.4 billion gallons of water per day. Irrigation was a close second at 118 billion gallons of water daily. By comparison, researchers have noted International Energy Agency estimates that the entire global data center sector consumed a comparable amount of water during all of 2023. These are pre-AI boom numbers, but they tell us a lot about relative scale.
However, once again, researchers, tech companies, and advocates alike all told me they believe this macro picture elides individual communities and transparency issues are rendering these comparisons unhelpful for calming concerns down. The data center conflicts are local matters felt acutely, especially in places where drinking water is either hard to come by or expensive. Your average rural desert town or midwestern farming district cares little about the world; they want to know if their own wells will run dry. As Amazon’s Oyer told me, “The hyperlocal influence you can have on a water supply is why it becomes top of mind for people.”
One way to measure data center water impacts in aggregate may be to quantify the potential infrastructure upgrades necessary to meet the industry’s demand. A new study by researchers at University of California-Riverside and CalTech found that new water infrastructure spending for data centers alone could total as much as $58 billion in only four years time. These upgrades will be necessary in order for municipal water supplies to withstand peak demand on the hottest days of the year, a need akin to grid resilience upgrades. Not to mention our nation’s sewer systems are in desperate need of upgrades.
“If a data center was able to show they weren’t stripping our water resources and convinced a community they have mitigation strategies at the local level, that’s a theoretical path,” said Kathryn Hoffman, executive director of the Minnesota Center for Environmental Advocacy. Her organization has successfully stalled data center projects in the state with lawsuits arguing city and county environmental reviews are failing to account for the full extent of local resource usage, including water.
“Unfortunately, we’re a long way from that,” Hoffman added.
And more of this week’s biggest news around project fights.
1. Matagorda County, Texas – The bipartisan data center backlash is now so powerful that a top Republican Texas state official is doing an event with the Democrat vying to replace him.
2. Albany County, New York – As we await Gov. Kathy Hochul’s decision on whether to enact the nation’s first statewide moratorium on data centers, I wanted to bring up some pretty crucial facts about the situation in the Empire State.
3. Davidson County, Tennessee – Anyone who’s anyone should be talking about Nashville.
4. Lehigh County, Pennsylvania – I’m used to eagles halting wind turbines, but now people are trying to use the birds to stop data centers.
5. Laramie County, Wyoming – We had another anti-wind rally backed by national conservatives, this time in Wyoming.
6. Ellis County, Kansas – Let’s end on a sweet note: a giant solar farm getting its permits.