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Just don’t confuse them with SMRs.
When politicians tell the CEO of Radiant that they love small modular reactors, he groans inwardly and just keeps smiling.
Doug Bernauer’s Radiant is not trying to make SMRs. His company — a VC-backed startup currently in the pre-application phase with the Nuclear Regulatory Commission — is designing a portable nuclear microreactor, which is intended to replace diesel generators. The politicians don’t always know the difference, Bernauer told me.
The SMR-microreactor confusion is common outside the world of nuclear. While they are both versions of advanced nuclear technologies not yet built in the United States (all of our nuclear power comes from big, old-fashioned plants), SMRs and microreactors have different designs, power outputs, costs, financing models, and potential use cases.
Unlike SMRs, microreactors are too small to ever become key energy players within a full-sized grid. But they could replace fossil fuels in some of the hardest to decarbonize sectors and locations in the world: mines, factories, towns in remote locations (especially Alaska and northern Canada), military bases, and (ironically) oil fields. For those customers, they could also make power supply and prices more consistent, secure, and dependable than fossil fuels, whose fluctuating prices batter industrial sectors and the residents of remote towns without discrimination.
Perhaps even more importantly, microreactors’ small size and comparatively low price could make them a gateway drug for new nuclear technologies in the U.S., helping companies and regulators build the know-how they need to lower the risk and cost for larger projects.
Heatmap Illustration/Radiant, IAEA, Getty Images
The big problem with this idea? No functional commercial nuclear microreactor actually exists. Industry experts cannot say with confidence that they know what the technological hurdles are going to be, how to solve them, or what it’s going to cost to address them.
“My crystal ball is broken,” John Parsons, an economist researching risk in energy at the Massachusetts Institute of Technology, said when I asked him whether he believed microreactors would make it through the technical gauntlet. “I’m hopeful. But I’m also very open-minded. I don’t know what’s going to happen. And I really believe we need a lot of shots on goal, and not all shots are going to go through,” he said.
Recent advances in both technology and regulation indicate that in the next few years, we should have some answers.
Private companies are expecting to conduct their first tests in about two years, and they are in conversations with potential customers. Radiant is hoping to test at the Idaho National Laboratory in 2026; Westinghouse and Ultra Safe Nuclear Corporation have contracts to test microreactors there as well. BWX Technologies is currently procuring the parts for a demonstration reactor through the Department of Defense’s prototype program — called Project Pele — and plans to test in about two years; X-energy signed an expanded contract in 2023 to build a prototype for Project Pele as well. Eielson Air Force Base in Alaska is commissioning a pilot microreactor. Schools including Pennsylvania State University and the University of Illinois have announced their interest as potential customers. Mining companies and other industry players in Alaska regularly express interest in embracing this technology.
The government is also quietly smoothing the way, removing barriers to make those tests possible. On March 4, the Nuclear Regulatory Commission released a new draft of licensing rules that will shape the future for these microreactors, and early March’s emergency spending bill included more than $2.5 billion repurposed for investment in a domestic supply chain of the type of nuclear fuel most advanced reactors will require.
“If we are truly committed as a nation to sticking to our climate goals, then we will absolutely get to a place where there are a bunch of microreactors replacing otherwise difficult to decarbonize sectors and applications,” said Kathryn Huff, the head of the office of nuclear energy at the Department of Energy.
Eric Gimon, a senior fellow at the nonprofit Energy Innovation, was a microreactor skeptic until about a month ago. His own recent research has made him far more optimistic that these microreactors might actually be technologically feasible, he told me when I reached out for an honest critique. “If they can make (the microreactors) work, it’s attractive,” he said. “There are a lot of industrial players that are going to want to buy them.”
“If your goal is to produce power at 4 cents per kilowatt hour, why would you buy any power that’s way more expensive than what you need? You do it because if that adds diversity to the portfolio and less variance, then you can get an overall portfolio that is lower cost or a lower risk for the same cost,” he told me.
Everyone I spoke to in the industry began our conversation with the same analogy: In the world of nuclear, full-size power plants are to airports what microreactors are to airplanes. Just as it's easier to build and regulate an airplane than an entire airport, in theory the microreactors should be built in a factory, regulated and licensed in the factory, and then rented out to or sold to the end user. An airport requires approvals specific to the construction site, a huge team of people employed for a long time to construct it and then another team to maintain it, and complicated financing based on the idea that the airport could be used for 50 or more years; a full-scale nuclear plant is the same. An airplane can basically be ordered online; a microreactor should be the same.
“They are sized to be similar to that kind of scope, where you could really consolidate a lot of the chemical and manufacturing oversight to a single location rather than moving thousands of people to a construction site,” Huff told me.
Microreactors should produce relatively small amounts of power (a maximum of 10-20 megawatts) and lots of heat with a tiny amount of nuclear fuel. They are usually portable, and if they aren’t portable they require a limited amount of construction or installation. Because it should not be possible to handle the fuel once it leaves the factory (most of the proposed reactor designs set the fuel deep into a dense, inaccessible matrix), these reactors wouldn’t require the same safety and security measures on site as a nuclear power plant. They’re easily operated or managed by people without nuclear expertise, and their safety design — called passive safety — should make it technically impossible for a reactor to meltdown.
“The excess reactivity is so small that you actually can’t get the reactor hot enough that you could start damaging the fuel. That’s something unique about the microreactor that would not necessarily be true for other types of nuclear,” Jeff Waksman, the program manager for the Department of Defense’s Strategic Capabilities Office, told me.
Microreactors should also cost on the order of tens of millions of dollars, not hundreds. That’s low enough that a company, university, town, or other similarly-sized entity could buy one or more of them. Because they’re cheaper than traditional nuclear, they don’t require lenders to take big risks on money committed over a very long period of time. If a mining company wanted to replace a diesel generator with one of these, they should be able to finance it in exactly the same way (a loan from the bank, for example). This makes their financial logic quite different from SMRs, which can suffer from some of the same problems as full-size nuclear power plants (see: NuScale’s recent setbacks).
“All of the things that contribute to a faster innovation cycle are true for microreactors compared to larger reactors. So you can just — build one,” said Rachel Slaybaugh, a partner at DCVC and a board member at Radiant, Fervo Energy, and Fourth Power.
Because microreactors max out at around 20 megawatts of energy, the economies of scale that eventually bring down energy prices for full-scale nuclear power can’t be replicated. While Jigar Shah, the director of the loan programs office at the DOE, speculated in a recent interview that costs might eventually go just below 10 cents per kilowatt hour, Parsons is skeptical that anyone could provide a practical cost estimate. It’s absolutely going to cost more than either large reactors or SMRs, Parsons said.
But cost comparisons to other types of nuclear technology aren’t practical, according to Slaybaugh. “You are going to be able to command a cost parity with diesel generators. It’s easy to get to a point where they make financial sense,” she said. “You can see why someone would pick one: This is not making noise, it’s not making local air pollution, you don’t have to deal with the diesel logistics complexity. You sell it at price parity, and maybe the first few customers pay a premium because they are excited about it.”
That premium price for the initial technology is the largest hurdle raised by every single person I spoke with, from the DOE to analysts and researchers to the different microreactor companies.
But there is one customer already inclined to pay a substantial premium: the Department of Defense. The U.S. military has greater resiliency and security needs than other consumers when it comes to its power supply, making the cost of microreactors more palatable. (And it doesn’t hurt that the taxpayer already foots the bill for enormous defense contracts, including for aircraft carriers and submarines powered by nuclear reactors). It’s common for technological innovations (think the internet, GPS, advanced prosthetics) to begin with the military and then expand outward to the consumer. Project Pele and the requests for proposals at Eielson Air Force Base both indicate that the pathway might be one for microreactors, according to Parsons.
For the president of BWXT Advanced Technologies, the Department of Defense’s decision to commission his company’s microreactor for Project Pele removed his last doubts that these microreactors would eventually be built. “The DOD being the first mover has extreme advantage for the country, and for eventually the commercial industry,” Joseph Miller told me. “The first mover was the barrier, and now it’s just 1,000 things that we’re working on all day every day to make it real, and there’s no gotcha out there that I see. That wasn’t the case when we were doing the design work, but now we’re making procurements to be able to assemble and deliver the reactor.”
Regardless of whether Miller’s optimism is well-founded, the experience gained in trying to make them happen is invaluable for a nuclear industry that’s been stuck in the mud for far too long.
“I've been talking with the federal government about the fact that there’s broader value in terms of getting wins on the board for the nuclear sector and getting the industry more experienced with building new things in a way that isn't quite so complicated,” Slaybaugh said. “Let’s have them build a thing that’s small and kind of cheap, and then they can go build a bigger thing that’s a little more expensive and a little more complicated. Let’s get some real reps in with microreactors.”
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The widely circulating document lists more than 68 activities newly subject to upper-level review.
The federal government is poised to put solar and wind projects through strict new reviews that may delay projects across the country, according to a widely circulating document reviewed by Heatmap.
The secretarial order authored by Interior Secretary Doug Burgum’s Deputy Chief of Staff for Policy Gregory Wischer is dated July 15 and states that “all decisions, actions, consultations, and other undertakings” that are “related to wind and solar energy facilities” will now be required to go through multiple layers of political review from Burgum’s office and Interior’s Office of the Deputy Secretary.
This new layer of review would span essentially anything Interior and its many subagencies would ordinarily be consulted on before construction on a project can commence — a milestone crucial for being able to qualify for federal renewable energy tax credits under the One Big Beautiful Bill Act. The order lists more than 68 different activities newly subject to higher-level review, including some basic determinations as to whether projects conform with federal environmental and conservation laws, as well as consultations on compliance with wildlife protection laws such as the Endangered Species Act. The final item in the list sweeps “any other similar or related decisions, actions, consultations, or undertakings” under the order’s purview, in case there was any grey area there.
In other words, this order is so drastic it would impact projects on state and private lands, as well as federal acreage. In some cases, agency staff may now need political sign-offs simply to tell renewables developers whether they need a permit at all.
“This is the way you stall and kill projects. Intentionally red-tape projects to death,” former Biden White House clean energy adviser Avi Zevin wrote on Bluesky in a post with a screenshot of the order.
The department has yet to release the document and it’s unclear whether or when it will be made public. The order’s existence was first reported by Politico; in a statement to that news outlet, the department did not deny the document’s existence but attacked leakers. “Let’s be clear: leaking internal documents to the media is cowardly, dishonest, and a blatant violation of professional standards,” the statement said.
Interior’s press office did not immediately respond to a request for comment from Heatmap about when this document may be made public. We also asked whether this would also apply to transmission connected to solar and wind. You had better believe I’ll be following up with the department to find out, and we’ll update this story if we hear back from them.
Two former Microsoft employees have turned their frustration into an awareness campaign to hold tech companies accountable.
When the clean energy world considers the consequences of the artificial intelligence boom, rising data center electricity demand and the strain it’s putting on the grid is typically top of mind — even if that’s weighed against the litany of potential positive impacts, which includes improved weather forecasting, grid optimization, wildfire risk mitigation, critical minerals discovery, and geothermal development.
I’ve written about a bunch of it. But the not-so-secret flip side is that naturally, any AI-fueled improvements in efficiency, data analytics, and predictive capabilities will benefit well-capitalized fossil fuel giants just as much — if not significantly more — than plucky climate tech startups or cash-strapped utilities.
“The narrative is a net impact equation that only includes the positive use cases of AI as compared to the operational impacts, which we believe is apples to oranges,” Holly Alpine, co-founder of the Enabled Emissions Campaign, told me. “We need to expand that conversation and include the negative applications in that scoreboard.”
Alpine founded the campaign alongside her partner, Will Alpine, in February of last year, with the goal of holding tech giants accountable for the ways users leverage their products to accelerate fossil fuel production. Both formerly worked for Microsoft on sustainability initiatives related to data centers and AI, but quit after what they told me amounted to a string of unfulfilled promises by the company and a realization that internal pressure alone couldn’t move the needle as far as they’d hoped.
While at Microsoft, they were dismayed to learn that the company had contracts for its cloud services and suite of AI tools with some of the largest fossil fuel corporations in the world — including ExxonMobil, Chevron, and Shell — and that the partnerships were formed with the explicit intent to expand oil and gas production. Other hyperscalers such as Google and Amazon have also formed similar cloud and AI service partnerships with oil and gas giants, though Google burnished its sustainability bona fides in 2020 by announcing that it would no longer build custom AI tools for the fossil fuel industry. (In response to my request for comment, Microsoft directed me to its energy principles, which were written in 2022, while the Alpines were still with the company, and to its 2025 sustainability report. Neither addresses the Alpines’ concerns directly, which is perhaps telling in its own right.)
AI can help fossil fuel companies accelerate and expand fossil fuel production throughout all stages of the process, from exploration and reservoir modeling to predictive maintenance, transport and logistics optimization, demand forecasting, and revenue modeling. And while partnerships with AI hyperscalers can be extremely beneficial, oil and gas companies are also building out their own AI-focused teams and capabilities in-house.
“As a lot of the low-hanging fruit in the oil reserve space has been plucked, companies have been increasingly relying on things like fracking and offshore drilling to stay competitive,” Will told me. “So using AI is now allowing those operations to continue in a way that they previously could not.”
Exxon, for example, boasts on its website that it’s “the first in our industry to leverage autonomous drilling in deep water,” thanks to its AI-powered systems that can determine drilling parameters and control the whole process sans human intervention. Likewise, BP notes that its "Optimization Genie” AI tool has helped it increase production by about 2,000 oil-equivalent barrels per day in the Gulf of Mexico, and that between 2022 and 2024, AI and advanced analytics allowed the company to increase production by 4% overall.
In general, however, the degree to which AI-enabled systems help expand production is not something companies speak about publicly. For instance, when Microsoft inked a contract with Exxon six years ago, it predicted that its suite of digital products would enable the oil giant to grow production in the Permian Basin by up to 50,000 barrels by 2025. And while output in the Permian has boomed, it’s unclear how much Microsoft is to thank for that as neither company has released any figures.
Either way, many of the climate impacts of using AI for oil and gas production are likely to go unquantified. That’s because the so-called “enabled emissions” from the tech sector are not captured by the standard emissions accounting framework, which categorizes direct emissions from a company’s operations as scope 1, indirect emissions from the generation of purchased energy as scope 2, and all other emissions across the value chain as scope 3. So while tailpipe emissions, for example, would fall into Exxon’s scope 3 bucket — thus requiring disclosure — they’re outside Microsoft’s reporting boundaries.
According to the Alpines’ calculations, though, Microsoft’s deal with Exxon plus another contract with Chevron totalled “over 300% of Microsoft’s entire carbon footprint, including data centers.” So it’s really no surprise that hyperscalers have largely fallen silent when it comes to citing specific numbers, given the history of employee blowback and media furor over the friction between tech companies’ sustainability targets and their fossil fuel contracts.
As such, the tech industry often ends up wrapping these deals in broad language highlighting operational efficiency, digital transformation, and even sustainability benefits —- think waste reduction and decreasing methane leakage rates — while glossing over the fact that at their core, these partnerships are primarily designed to increase oil and gas output.
While none of the fossil fuel companies I contacted — Chevron, Exxon, Shell, and BP — replied to my inquiries about the ways they’re leveraging AI, earnings calls and published corporate materials make it clear that the industry is ready to utilize the technology to its fullest extent.
“We’re looking to leverage knowledge in a different way than we have in the past,” Shell CEO Wael Sawan said on the company’s Q2 earnings call last year, citing AI as one of the tools that he sees as integral to “transform the culture of the company to one that is able to outcompete in the coming years.”
Shell has partnered since 2018 with the enterprise software company C3.ai on AI applications such as predictive maintenance, equipment monitoring, and asset optimization, the latter of which has helped the company increase liquid natural gas production by 1% to 2%. C3.ai CEO Tom Siebel was vague on the company’s 2025 Q1 earnings call, but said that Shell estimates that the partnership has “generated annual benefit to Shell of $2 billion.”
In terms of AI’s ability to get more oil and gas out of the ground, “it’s like getting a Kuwait online,” Rakesh Jaggi, who leads the digital efforts at the oil-services giant SLB, told Barron’s magazine. Kuwait is the third largest crude oil producer in OPEC, producing about 2.9 million barrels per day.
Some oil and gas giants were initially reluctant to get fully aboard the AI hype train — even Exxon CEO Darren Woods noted on the company’s 2024 Q3 earnings call that the oil giant doesn’t “like jumping on bandwagons.” Yet he still sees “good potential” for AI to be a “part of the equation” when it comes to the company’s ambition to slash $15 billion in costs by 2027.
Chevron is similarly looking to AI to cut costs. As the company’s Chief Financial Officer Eimear Bonner explained during its 2024 Q4 earnings call, AI could help Chevron save $2 to $3 billion over the next few years as the company looks towards “using technology to do work completely differently.” Meanwhile, Saudi Aramco’s CEO Amin Nasser told Bloomberg that AI is a core reason it’s been able to keep production costs at $3 per barrel for the past 20 years, despite inflation and other headwinds in the sector.
Of course, it should come as no surprise that fossil fuel companies are taking advantage of the vast opportunities that AI provides. After all, the investors and shareholders these companies are ultimately beholden to would likely revolt if they thought their fiduciaries had failed to capitalize on such an enormous technological breakthrough.
The Alpines are well aware that this is the world we live in, and that we’re not going to overthrow capitalism anytime soon. Right now, they told me they’re primarily running a two-person “awareness campaign,” as the general public and sometimes even former colleagues are largely in the dark when it comes to how AI is being used to boost oil and gas production. While Will said they’re “staying small and lean” for now while they fundraise, the campaign has support from a number of allies including the consumer rights group Public Citizen, the tech worker group Amazon Employees for Climate Justice, and the NGO Friends of the Earth.
In the medium term, they’re looking toward policy shifts that would require more disclosure and regulation around AI’s potential for harm in the energy sector. “The only way we believe to really achieve deep change is to raise the floor at an international or national policy level,” Will told me. As an example, he pointed to the EU’s comprehensive regulations that categorize AI use cases by risk level, which then determines the rules these systems are subject to. Police use of facial recognition is considered high risk, for example, while AI spam filters are low risk. Right now, energy sector applications are not categorized as risky at all.
“What we would advocate for would be that AI use in the energy sector falls under a high risk classification system due to its risk for human harm. And then it would go through a governance process, ideally that would align with climate science targets,” Will told me. “So you could use that to uplift positive applications like AI for methane leak detection, but AI for upstream scenarios should be subject to additional scrutiny.”
And realistically, there’s no chance of something like this being implemented in the U.S. under Trump, let alone somewhere like Saudi Arabia. And even if such regulations were eventually enacted in some countries, energy markets are global, meaning governments around the world would ultimately need to align on risk mitigation strategies for reigning in AI’s potential for climate harm.
As Will told me, “that would be a massive uphill battle, but we think it’s one that’s worth fighting.”
A longtime climate messaging strategist is tired of seeing the industry punch below its weight.
The saga of President Trump’s One Big Beautiful Bill Act contains at least one clear lesson for the clean energy industry: It must grow a political spine and act like the trillion-dollar behemoth it is. And though the logic is counterintuitive, the new law will likely provide an opportunity to build one.
The coming threat to renewable energy investment became apparent as soon as Trump won the presidency again last fall. The only questions were how much was vulnerable, and through what mechanisms.
Still, many clean energy leaders were optimistic that Trump’s “energy abundance” agenda had room for renewables. During the transition, one longtime Republican energy lobbyist told Utility Dive that Trump’s incoming cabinet had a “very aggressive approach towards renewables.” When Democratic Senator John Hickenlooper introduced would-be Secretary of Energy Chris Wright at the fracking executive’s confirmation hearing, he vouched for Wright’s clean energy cred. Even Trump touted Wright’s experience with solar.
At least initially, the argument made sense. After all, energy demand is soaring, and solar, wind, and battery storage account for 95% of new power projects awaiting grid connection in the U.S. In red states like Texas and Oklahoma, clean energy is booming because it’s cheap. Just a few months ago, the Lone Star State achieved record energy generation from solar, wind, and batteries, and consumers there are saving millions of dollars a day because of renewables. The Biden administration funneled clean energy and manufacturing investment into red districts in part to cultivate Republican support for renewables — and to protect those investments no matter who is president.
As a result, for the past six months, clean energy executives have absorbed advice telling them to fly below the radar. Stop using the word “climate” and start using words like “common sense” when you talk to lawmakers. (As a communications and policy strategist who works extensively on climate issues, I’ve given that specific piece of advice.)
But far too many companies and industry groups went much further than tweaking their messaging. They stopped publicly advocating for their interests, and as a result there has been no muscular effort to pressure elected officials where it counts: their reelection campaigns.
This is part of a broader lack of engagement with elected officials on the part of clean energy companies. The oil and gas industry has outspent clean energy on lobbying 2 to 1 this year, despite the fact that oil and gas faces a hugely favorable political environment. In the run up to the last election, the fossil fuel industry spent half a billion dollars to influence candidates; climate and clean energy advocates again spent just a fraction, despite having more on the line. My personal preference is to get money out of politics, but you have to play by the rules as they exist.
Even economically irresistible technologies can be legislated into irrelevance if they don’t have political juice. The last-minute death of the mysterious excise tax on wind and solar that was briefly part of the One Big Beautiful Bill Act was a glaring sign of weakness, not strength — especially given that even the watered-down provisions in the law will damage the economics of renewable energy. After the law passed, the President directed the Treasury Department to issue the strictest possible guidance for the clean energy projects that remain eligible for tax credits.
The tech industry learned this same lesson over many years. The big tech companies started hiring scores of policy and political staff in the 2010s, when they were already multi-hundred-billion dollar companies, but it wasn’t until 2017 that a tech company became the top lobbying spender. Now the tech industry has a sophisticated influence operation that includes carrots and sticks. Crypto learned this lesson even faster, emerging almost overnight as one of the most aggressive industries shaping Washington.
Clean energy needs to catch up. But lobbying spending isn’t a panacea.
Executives in the clean energy sector sometimes say they are stuck between a rock and a hard place. Democrats and the segment of potentially supportive Republicans at the local and federal levels talk and think about clean energy differently. And the dissonance makes it challenging to communicate honestly with both parties, especially in public.
The clean energy industry should recognize that the safest ground is to criticize and cultivate both parties unabashedly. The American political system understands economic self interest, and there are plenty of policy changes that various segments of the clean energy world need from both Democrats and Republicans at the federal and state levels. Democrats need to make it easier to build; Republicans need to support incentives they regularly trumpet for other job-creating industries.
The quality of political engagement from clean energy companies and the growing ecosystem of advocacy groups has improved. The industry, disparate as it is, has gotten smarter. Advocates now bring district-by-district data to policymakers, organize lobby days, and frame clean energy in terms that resonate across the aisle — national security, economic opportunity in rural America, artificial intelligence, and the race with China. That’s progress.
But the tempo is still far too low, and there are too many carrots and too few sticks. The effects of President Trump’s tax law on energy prices might create some leverage. If the law damages renewable energy generation, and thereby raises energy prices as energy demand continues to rise, Americans should know who is responsible. The clean energy sector has to be the messenger, or at least orchestrate the messaging.
The campaigns write themselves: Paid media targeting members of Congress who praised clean energy job growth in their districts and then voted to gut jobs and raise prices; op-eds in local papers calling out that hypocrisy by name; energy workers showing up at town halls demanding their elected officials fight for an industry that’s investing billions in their communities; activating influencers to highlight the bright line between Trump’s law and higher electricity bills; and more.
If renewable energy is going to grow consistently in America, no matter which way the political wind blows, there must be a political cost to crossing the sector. Otherwise it will always be vulnerable to last-minute backroom deals, no matter how “win-win” its technology is.