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What happens when America’s biggest source of clean energy pivots to hydrogen?

After the Inflation Reduction Act was signed into law, and initial excitement about its historic investment in tackling climate change turned to deeper analysis, researchers made an alarming discovery. One of the IRA’s big ticket items, a tax credit for clean hydrogen, risks underwriting a major increase in emissions if not implemented carefully. That finding has erupted into a high-stakes debate over how the Treasury Department should define “clean hydrogen.”
Treasury’s decision, which is expected in the coming weeks, will have many implications, but one that deserves more scrutiny is what it could mean for nuclear power, still the largest and most reliable source of carbon-free energy in the U.S.
Nuclear reactors are uniquely well-suited to power hydrogen production, which in turn holds great promise to clean up some of the hardest parts of the economy to decarbonize.
But there's a trade-off: If any of the existing nuclear fleet pivots to making hydrogen, coal and natural gas plants are likely to fill in for that lost power on the grid. That would drive up emissions in the near term and make it harder for states to achieve their clean energy goals.
The debate boils down to whether it’s more advantageous to use our existing nuclear fleet to kickstart a hydrogen economy — likely sacrificing near-term emission reductions in the process — or to shore up a carbon-free grid.
This is what the Treasury Department must grapple with as it writes the rules for the new tax credit. In an exclusive interview with Heatmap, officials from the Department of Energy, which is advising the Treasury, said they want to see existing nuclear plants qualify. But as Daniel Esposito, a senior policy analyst at the nonprofit Energy Innovation, told me, “There's just a lot of layers to how bad this can get.”
Hydrogen already plays an essential, yet small role in the global economy as an ingredient in the production of fertilizer and oil refining. But as the world looks for alternatives to fossil fuels, hydrogen, which burns without releasing carbon, could play a much bigger role by powering industries that are proving difficult to decarbonize with renewable electricity, like shipping, aviation, and steelmaking. The challenge is that it takes energy to make hydrogen in the first place. Today the vast majority is made in a carbon-intensive process involving natural gas or coal.
There is an alternative method, called electrolysis, which extracts hydrogen from water using electricity and doesn’t directly release emissions. But it’s too expensive to be competitive with the fossil fuel version right now. The tax credit in the Inflation Reduction Act could change that, but to qualify, hydrogen producers would have to prove their electricity is carbon-free, too.
That’s where nuclear power comes in.
There are many reasons nuclear plants are considered a good fit for this process. Electrolyzers, the enabling technology for electrolysis, are still relatively new and expensive. Nuclear reactors could power them 24/7, maximizing production.
Nuclear plants are also well-located. They sit near bodies of water, which is necessary for electrolysis. They’re often adjacent to rail lines that could transport the resulting hydrogen. And many are close to heavy industrial sites that could become customers.
There’s potential for efficiency gains — a lot of nuclear reactors already require a bit of hydrogen for their operations, so they could produce their own instead of shipping it in.
And perhaps most thrillingly, nuclear reactors produce a lot of heat. With a more nascent version of the technology called high temperature electrolysis, that heat could be harnessed to boil water into steam, reducing the amount of energy required to extract hydrogen from it.
Unfortunately, there’s one big drawback. The nation’s existing nuclear plants already run at more than 90% capacity. They supply nearly 20% of total annual electricity generation. They don’t exactly have more energy to give.
Esposito and others warn that the hydrogen tax credit is so lucrative that if the Treasury’s upcoming rules allow existing reactors to qualify as a zero-emissions source of electricity, it would create a perverse incentive for nuclear companies to start diverting their power to hydrogen production. Nuclear plants currently earn about $30 per megawatt-hour from energy markets, but Esposito estimates they could earn $60 to $70 per megawatt-hour by producing hydrogen. Though indirectly, this would almost certainly increase U.S. emissions in the near term.
“You could see a world where all of the U.S. nukes pivot to supplying electrolyzers and just print money that way,” said Esposito. “Then you're pulling off 20% of U.S. power, and fossil fuels would be what fill in for that, because we just can't build clean energy fast enough to replace it.”
But Constellation Energy, the country’s largest owner of nuclear plants, with big plans to produce hydrogen, argues that letting its reactors qualify under the tax credit rules isn’t about printing money, but about making clean hydrogen cheap enough that customers actually buy it.
“By lowering the cost of the hydrogen, the tax credit is going to increase the ability of manufacturers and other hydrogen users to decarbonize their operations,” Mason Emnett, senior vice president of public policy at Constellation, told me. “Without that support, there's just not going to be a market for clean hydrogen.”
Top Department of Energy officials seem to agree. “We're very hopeful that [the tax credit] will be applicable to existing reactors,” Dr. Kathryn Huff, assistant secretary of the Office of Nuclear Energy, told me in an interview.
The Department of Energy has long been excited by the synergies between nuclear plants and hydrogen production. In fact, just a few years ago, the agency saw hydrogen as a new market that could save the nation’s nuclear plants, which were shutting down left and right as they struggled to compete with the cheap natural gas of the fracking boom.
But today, natural gas prices are up. There’s a bevy of new government grants and subsidies from the Bipartisan Infrastructure Law and the Inflation Reduction Act to keep nuclear plants open. Now hydrogen looks more like a great business opportunity than a savior for the industry.
Last September, not long after the Inflation Reduction Act was signed, Morgan Stanley issued a report noting that Constellation was poised to unlock new opportunities for its nuclear plants and “attractive returns for hydrogen facilities,” according to S&PGlobal. If the company dedicated just 5% of its capacity to hydrogen production, the report said, it could increase its annual earnings before taxes by $300 to $350 million.
Constellation made its first big move in February, announcing plans to build a $900 million hydrogen production facility in the Midwest that will use 250 MW of its existing capacity. That’s only about 1% of the company’s total nuclear fleet. But to Esposito, it’s a worrisome sign.
“It’s very likely we’d see many other similar announcements,” he told me. “And crucially, as these clean energy resources switch from powering the grid to producing hydrogen, we’d be losing our cheapest existing sources of clean electricity.”
It’s also concerning to climate advocates in Illinois, where Constellation owns six nuclear plants. The state has an ambitious clean energy goal, and is counting on those reactors to be a source of always-available, carbon-free electricity as it shuts down coal plants and builds more renewables.
“Even if it's small, that's still headed in the wrong direction in a world where we are fighting as hard as we can to quickly decarbonize the power sector,” said JC Kibbey, a clean energy advocate with the Natural Resources Defense Council in Illinois.
Constellation doesn’t see that as the company’s problem. Emnett said that much of its nuclear generation is already contracted out to local utilities for the benefit of customers for the next several years, meaning it can’t be “diverted” to hydrogen, at least until those contracts are up. The rest is theirs to sell to whomever wants to buy it. “There's no diversion of electricity,” he said. “There's electricity that is available for use, and we can sell electricity to power a shopping center or we can sell electricity to power an electrolyzer for hydrogen production.”
Constellation also makes the case that if one of its reactors are powering a hydrogen plant on-site, without using the grid at all, there should be no question that the process is carbon-free.
But Rachel Fakhry, a senior climate and clean energy advocate at the Natural Resources Defense Council, said it doesn’t matter whether a hydrogen facility is connected directly to a clean power source or whether it gets power through the grid. The issue is when no new, clean resources have been built to support this big new source of demand. In either case, less nuclear power will be flowing to other customers, and more coal or gas-fired generation will ramp up to fill in the gap. Electrolysis is so energy-intensive that those indirect emissions would be higher than emissions from current hydrogen production using natural gas. “Treasury must account for those induced emissions,” Fakhry said.
Many climate and energy policy experts agree that the resulting hydrogen should not be subsidized, or considered “clean.”
The law itself sends mixed messages to the Treasury about what Congress intended. It says the Department must account for “lifecycle” greenhouse gas emissions from hydrogen production, but it also includes a clause that explicitly permits existing nuclear plant operators to claim the tax credit.
Fakhry argued this should not be interpreted to mean nuclear companies are entitled to the credit. She said one way existing plants could qualify is if they are modified to increase their power output.
Some experts see a middle ground. Adam Stein, director of the Nuclear Energy Innovation program at the Breakthrough Institute, said those induced emissions are not the full picture.
He cited a number of other factors to consider, like the fact that one of the main obstacles to building new sources of clean energy right now is a clogged electric grid. If diverting some nuclear power to hydrogen frees up some room on the grid, that could be a good thing. “The question does not become, in my view, whether nuclear power plants should be eligible for this,” he said. “It’s at what point in the sliding scale of percentage of the tax credit they should be eligible for.” The tax credit is tiered, such that companies can earn different amounts depending on the carbon intensity of their production process.
In a sense, the debate is also about short-term and long-term priorities.
When I asked Huff, the assistant secretary in the Office of Nuclear Energy, whether she felt there were any risks of pairing nuclear and hydrogen, she only noted the shortcomings of not doing so. “I think there are risks in terms of whether or not we can successfully scale up a hydrogen economy,” she said. “There is this risk that it never materializes.”
Her colleague Jason Tokey, the team lead for reactor optimization and modernization chimed in. “As a country, we're not seeking to just decarbonize the power grid, we're seeking to decarbonize the entire economy,” he said. “Clean hydrogen has a critical role to play in that economy-wide decarbonization, and using clean energy sources like nuclear to produce hydrogen really enables that.”
The agency is also excited about the prospect of innovations that could help decarbonize both the grid and the rest of the economy. There are already hours of the day in some places where nuclear plants aren’t needed because there’s so much solar power being produced, said Huff. She said the “operational vision” is to have nuclear operators learn how to switch back and forth between serving the grid and offloading their power into hydrogen when it’s not needed, which will enable more renewable resources to come online. “It is absolutely imperative that we make sure nuclear plants can flex with the grid.”
Emnett said Constellation is planning to test this out at Nine Mile Point, a nuclear plant in upstate New York that received $5.8 million from the DOE for a hydrogen production pilot project.
“We are excited about the possibility of creating flexibility for nuclear plants,” he said. “You can start to think about a system where nuclear with flexible hydrogen production is pairing with variable wind and solar and batteries in a decarbonized future world. And so we're at a point now where we're proving out those capabilities.”
But without the tax credit, he said, “there's just not any conversation, there's no ability to explore the innovation, because we never get out of the gate.”
Whether that gate should be swung open or shut is now in the hands of the U.S. Department of Treasury.
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The data center boom is everywhere you look in U.S. economic and emissions data.
This is an edition of Heatmap Daily, an evening review of the day’s news written by our executive editor. Sign up for it here.
It isn’t exactly a new thought, but I’ve been struck recently by how many trends in America’s economic and environmental data are fundamentally about the data center boom and the return of electricity demand:
First, the Energy Information Administration reported this week that U.S. emissions grew by more than 2% last year, driven by surging electricity demand and an increase in coal-fired generation. What caused that higher power demand? New factories and data centers — as well as record summertime cooling demand.
Second, many of the new factories driving that higher power demand are themselves producing goods that are … let’s say … data center-adjacent. There are the enormous new semiconductor fabs, of course. But Ford and General Motors have also set up new production lines (or repurposed old ones) to manufacture grid-scale batteries to meet power demand.
Third, take a look at the recent U.S. spending on private non-residential construction — in other words, everything American companies are building that is not houses, condos, or apartments.
The construction industry’s spent almost $60 billion on data centers over the past year, which is more than it spent on all other office buildings combined (and more than it spent building warehouses, too). Just a handful of categories — data centers, power plants, electricity infrastructure, and certain kinds of electronics manufacturing — now make up a third of all U.S. private non-residential construction investment. They’ve never made up such a large share of construction spending since data collection began in 2014.
As The New York Times recently noted, the American economy is unusually dependent on the American stock market right now — and the stock market is unusually dependent on artificial intelligence. This week, investors started to balk at the enormous spending hyperscalers are planning to keep building out the AI boom; Alphabet’s shares dropped 8% this week after it boosted its planned 2026 capital expenditure and signaled 2027 will be even bigger. If the data center boom started to slow down in earnest, then more than just that budget will change.
Speaking of which, my colleague Emily Pontecorvo wrote earlier this week about how many businesses are struggling to even estimate their carbon emissions from artificial intelligence. The carbon accounting startup Watershed recently unveiled a new formula to help companies get a sense of their AI-related emissions.
But even that formula is still limited by the amount of data hyperscalers publish — and they don’t publish that much. Google, for instance, is the only AI company that has (laudably) provided estimates of its emissions on a per-prompt basis. Yet no company has published its per-token emissions, or how emissions sync up with particular models or regions.
So Emily asked Google: Why aren’t you — or any other model provider — disclosing this kind of data yet?
The tech company didn’t get back to us until after we’d published Emily’s story. But its response was interesting enough that I wanted to quote some of it here.
The problem is “industry consensus,” Cooper Elsworth, a Google spokesperson, told us. “There is currently very little consensus on how to comprehensively and fairly measure the serving environmental impact of generative AI (such as text generation),” he wrote. “Without standardized, ‘apples-to-apples’ frameworks, it is difficult to compare different providers accurately.”
That’s partly because energy use — and emissions data — can vary from site to site and depend on “custom-built hardware, software compilers, and advanced inference techniques.” And he claimed Google doesn’t always have the measurement hardware in place to provide such specific estimates: “Providing precise, repeatable data requires highly advanced measurement infrastructure,” he said. “For example, software-based energy monitoring tools often suffer from sampling biases. For our study, we had to step away from top-down averages and directly measure actual energy at the physical power supply unit (PSU) level across our deployed fleet. Not all providers have the telemetry or data sets required to benchmark their operations at this level of granularity.”
Read Emily’s story to understand the other reasons why estimating — or even “guesstimating” — AI-related carbon emissions is so challenging.
A conversation with Emma Uridge of the Kansas Health Institute.
This week’s conversation is with Emma Uridge, analyst with the Kansas Health Institute. Uridge spent copious hours analyzing state and local laws on data center development to best understand how policymakers are responding to the potential environmental public health impacts of large AI infrastructure, including power and water. The report, which came out this week, also goes in depth into those health impacts. I reached out to her to discuss what she sees as must-watch territory for our readers on this emerging policy arena.
Our conversation was lightly edited for clarity.
What is actually being done on policy when it comes to data centers — beyond moratoria of course?
So first I’d like to just talk about the point of moratoria. It’s helpful to talk about how these policies emerge in the first place. One area where moratoria are helpful is when a data center is proposed but the county has no approach for how they’d like to potentially regulate them. That’s temporary, most of the time. It lets local governments conduct research on the various impacts and also negotiate community benefits, ones that can mitigate any potential negative impacts — like Lancaster Pennsylvania, which instituted a community benefit agreement that maximized the potential benefits of development while mitigating what large data centers can do. That agreement looked at capping municipal water use at 20,000 gallons per day and requiring 100% clean energy. It had financial penalties for non-compliance. The company also committed $20 million to their local economic development and clean energy fund. There are ways to negotiate with developers.
We also see amendments to existing zoning. Data center proposals are increasingly popping up in rural areas, many of which are unzoned, so there’s no way a county can negotiate unless there’s a moratorium in place.
Other policy solutions include different performance standards or requiring on-site renewable energy, like what Jefferson County, Missouri, looked at. Also setback requirements, mandatory noise buffers, ending by-right zoning.
Where are local governments getting ideas for regulating data centers?
A lot of the technical information comes from developers. That can in cases be seen as a biased source of information. I wouldn’t say there’s a dedicated group providing assistance to local governments when a project is proposed — which is a similar story to wind industry development, where we have only a handful of consultants who provide technical advice. It can be really helpful to get a multi-disciplinary approach to hearing information. It can be helpful to have the utility commission, public health folks, those in academia, as well as the developer.
As of right now, especially in rural areas, local governments have a hard task of balancing pushback while getting the most accurate, evidence-based, neutral information to make decisions. That balance can be contentious.
What is the federal government doing on data center policy? How is the Trump administration approaching it?
A few things there. In the early days, the drive was for AI expansion and to be competitive with foreign adversaries. Now due to the amount of public pushback in red and blue localities and a more cautious approach.
I’m not seeing a lot of actual policy movement at this time.
I know the EPA is looking at the chemicals used in cooling data centers because when that water is cycled through the system, some of it is discharged into the water system, so they’re looking at the Toxic Substances and Control Act for monitoring that.
How much of an impact does this minimal federal role have on industry behavior?
Y’know, this isn’t specific to data centers. This is true for all kinds of large-scale development: there’s a need to require some sort of federal monitoring and regulation.
That’s where I see an emerging role for public health. At the federal level, there could be policy movement towards requiring some sort of environmental monitoring at data centers to make sure they’re operating responsibility. Looking at specific water use relative to water availability and what happens when there’s a time of severe, persistent drought. With air quality too — we’ve seen areas where the grid isn’t as reliable so their diesel generators are kicking on more and affecting air quality for residents.
We’re just not seeing all of that right now. We need corporate disclosure.
What do you see as the most important public health impacts from data center development?
It varies by localities. The most discussed obviously is water usage. One thing I’d note about my conversations with folks enthusiastic around emerging tech is, there are still questions that need to be asked about the capacity of localities to support a data center. Like a small town in Kansas may only be using 40% of their water for their utility needs. If a data center came online, how much of that water goes to the data center?
One area underexplored within the public health discipline is energy poverty and energy security. The ability of a household to meet the needs of everything energy provides in our lives. It’s known we have an aging electric grid but we’re not talking enough about large-scale blackouts when the grid is not sufficient to support some of these new data centers.
Plus more of the week’s big development fights.
1. Laramie County, Wyoming — Meta is fighting the fine it received in the Cheyenne data center water pollution controversy, and the conflict between the tech giant and the city’s small board of public utilities is continuing to spill out into the public.
2. Niagara County, New York — This county just rejected a solar project’s highway work permits in a show of retaliation against the state’s Office of Renewable Energy Siting.
3. Barron County, Wisconsin — The anti-solar protest is the new campaign stop in deep red Wisconsin.
4. Chesapeake, Virginia — A large battery storage project on the Virginia coastline is on the rocks amidst rampant local opposition.
5. Lewis County, West Virginia — West Virginia is now a key battleground in the fight over transmission, as a line spanning all of West Virginia and Maryland — and cutting through Data Center Alley in Virginia — causes compounding consternation.