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Why regional transmission organizations as we know them might not survive the data center boom.

As the United States faces its first significant increase in electricity demand in decades, the grid itself is not only aging, but also straining against the financial, logistical, and legal barriers to adding new supply. It’s enough to make you wonder: What’s the point of an electricity market, anyway?
That’s the question some stakeholders in the PJM Interconnection, America’s largest electricity market, started asking loudly and in public in response to the grid operator’s proposal that new large energy users could become “non-capacity backed load,” i.e. be forced to turn off if ever and whenever PJM deems it necessary.
PJM, which covers 13 states from the Mid-Atlantic to the Midwest, has been America’s poster child for the struggle to get new generation online as data center development surges. PJM has warned that it will have “just enough generation to meet its reliability requirement” in 2026 and 2027, and its independent market monitor has said that the costs associated with serving that new and forecast demand have already reached the billions, translating to higher retail electricity rates in several PJM states.
As Heatmap has covered, however, basically no one in the PJM system — transmission owners, power producers, and data center developers — was happy with the details of PJM’s plan to deal with the situation. In public comments on the proposed rule, many brought up a central conflict between utilities’ historic duty to serve and the realities of the modern power market. More specifically, electricity markets like PJM are supposed to deal with wholesale electricity sales, not the kind of core questions of who gets served and when, which are left to the states.
On the power producer side, major East Coast supplier Talen Energy wrote, “The NCBL proposal exceeds PJM’s authority by establishing a regime where PJM holds the power to withhold electric service unlawfully from certain categories of large load.” The utility Exelon added that owners of transmission “have a responsibility to serve all customers—large, small, and in between. We are obligated to provide both retail and wholesale electric service safely and reliably.” And last but far from least, Microsoft, which has made itself into a leader in artificial intelligence, argued, “A PJM rule curtailing non-capacity-backed load would not only unlawfully intrude on state authority, but it would also fundamentally undercut the very purpose of PJM’s capacity market.”
This is just one small piece of a debate that’s been heating up for years, however, as more market participants, activists, and scholars question whether the markets that govern much of the U.S. electric grid are delivering power as cheaply and abundantly as they were promised to. Some have even suggested letting PJM utilities build their own power plants again, effectively reversing the market structure of the past few decades.
But questioning whether all load must be served would be an even bigger change.
The “obligation to serve all load has been a core tenet of electricity policy,” Rob Gramlich, the president of Grid Strategies LLC, told me. “I don’t recall ever seeing that be questioned or challenged in any fundamental way” — an illustration of how dire things have become.
The U.S. electricity system was designed for abundance. Utilities would serve any user, and the per-user costs of developing the fixed infrastructure necessary to serve them would drop as more users signed up.
But the planned rush of data center investments threatens to stick all ratepayers with the cost of new transmission and generation that is overwhelmingly from one class of customer. There is already a brewing local backlash to new data centers, and electricity prices have been rising faster than inflation. New data center load could also have climate consequences if utilities decide to leave aging coal online and build out new natural gas-fired power plants over and above their pre-data center boom (and pre-Trump) plans.
“AI has dramatically raised the stakes, along with enhancing worries that heightened demand will mean more burning of fossil fuels,” law professors Alexandra Klass of the University of Michigan and Dave Owen at the University of California write in a preprint paper to be published next year.
In an interview, Klass told me, “There are huge economic and climate implications if we build a whole lot of gas and keep coal on, and then demand is lower because the chips are better,” referring to the possibility that data centers and large language models could become dramatically more energy efficient, rendering the additional fossil fuel-powered supply unnecessary. Even if the projects are not fully built out or utilized, the country could face a situation where “ratepayers have already paid for [grid infrastructure], whether it’s through those wholesale markets or through their utilities in traditionally regulated states,” she said.
The core tension between AI development and the power grid, Klass and Owen argue, is the “duty to serve,” or “universal service” principle that has underlain modern electricity markets for over a century.
“The duty to serve — to meet need at pretty much all times — worked for utilities because they got to pass through their costs, and it largely worked for consumers because they didn’t have to deal very often with unpredictable blackouts,” Owen told me.
“Once you knew how to build transmission lines and build power plants,” Klass added, “there was no sense that you couldn’t continue to build to serve all customers. “We could build power plants, and the regulatory regime came up in a context where we could always build enough to meet demand.”
How and why goes back to the earliest days of electrification.
As the power industry developed in the late 19th and early 20th century, the regulated utility model emerged where monopoly utilities would build both power plants and the transmission and distribution infrastructure necessary to serve that power to customers. So that they would be able to achieve the economies of scale required to serve said customers efficiently and affordably, regulators allowed them to establish monopolies over certain service territories, with the requirement that they would serve any and everyone in them.
With a secure base of ratepayers, utilities could raise money from investors to build infrastructure, which could then be put into a “rate base” and recouped from ratepayers over time at a fixed return. In exchange, the utilities accepted regulation from state governments over their pricing and future development trajectories.
That vertically integrated system began to crack, however, as ratepayers revolted over high costs from capital investments by utilities, especially from nuclear power plants. Following the deregulation of industries such as trucking and air travel, federal regulators began to try to break up the distribution and generation portions of the electricity industry. In 1999, after some states and regions had already begun to restructure their electricity markets, the Federal Energy Regulatory Commission encouraged the creation of regional transmission organizations like PJM.
Today some 35 state electricity markets are partially or entirely restructured, with Texas operating its own, isolated electricity market beyond the reach of federal regulation. In PJM and other RTOs, electricity is (more or less) sold competitively on a wholesale basis by independent power producers to utilities, who then serve customers.
But the system as it’s constructed now may, critics argue, expose retail customers to unacceptable cost increases — and greenhouse gas emissions — as it attempts to grapple with serving new data center load.
Klass and Owen, for their part, point to other markets as models for how electricity could work that don’t involve the same assumptions of plentiful supply that electricity markets historically have, such as those governing natural gas or even Western water rights.
Interruptions of natural gas service became more common starting in the 1970s, when some natural gas services were underpriced thanks to price caps, leading to an imbalance between supply and demand. In response, regulators “established a national policy of curtailment based on end use,” Klass and Owen write, with residential users getting priority “because of their essential heating needs, followed by firm industrial and commercial customers, and finally, interruptible customers.” Natural gas was deregulated in the late 1970s and 1980s, with curtailment becoming more market-based, which also allowed natural gas customers to trade capacity with each other.
Western water rights, meanwhile, are notoriously opaque and contested — but, importantly, they are based on scarcity, and thus may provide lessons in an era of limited electricity supply. The “prior appropriation” system water markets use is, “at its core, a set of mechanisms for allocating shortage,” the authors write. Water users have “senior” and “junior” rights, with senior users “entitled to have their rights fulfilled before the holders of newer, or more ’junior,’ water rights.” These rights can be transferred, and junior users have found ways to work with what water they can get, with the authors citing extensive conservation efforts in Southern California compared to the San Francisco Bay area, which tends to have more senior rights.
With these models in mind, Klass and Owen propose a system called “demand side connect-and-manage,” whereby new loads would not necessarily get transmission and generation service at all times, and where utilities could curtail users and electricity customers would have the ability “to use trading to hedge against the risk of curtailments.”
“We can connect you now before we build a whole lot of new generation, but when we need to, we’re going to curtail you,” Klass said, describing her and Owen’s proposal.
Tyler Norris, a Duke University researcher who has published concept-defining work on data center flexibility, called the paper “one of the most important contributions yet toward the re-examination of basic assumptions of U.S. electricity law that’s urgently needed as hyperscale load growth pushes our existing regulatory system beyond its limits.”
While electricity may not be literally drying up, he told me, “when you are supply side constrained while demand is growing, you have this challenge of, how do you allocate scarcity?”
Unlike the PJM proposals, “Our paper was very focused on state law,” Klass told me. “And that was intentional, because I think this is trickier at the federal level,” she told me.
Some states are already embracing similar ideas. Ohio regulators, for instance, established a data center tariff that tries to protect customers from higher costs by forcing data centers to make minimum payments regardless of their actual electricity use. Texas also passed a law that would allow for some curtailment of large loads and reforms of the interconnection process to avoid filling up the interconnection queue with speculative projects that could result in infrastructure costs but not real electricity demand.
Klass and Owen write that their idea may be more of “a temporary bridging strategy, primarily for periods when peak demand outstrips supply or at least threatens to do so.”
Even those who don’t think the principles underlying electricity markets need to be rethought see the need — at least in the short term — for new options for large new power users who may not get all the power they want all of the time.
“Some non-firm options are necessary in the short term,” Gramlich told me, referring to ideas like Klass and Owen’s, Norris’s, and PJM’s. “Some of them are going to have some legal infirmities and jurisdictional problems. But I think no matter what, we’re going to see some non-firm options. A lot of customers, a lot of these large loads, are very interested, even if it’s a temporary way to get connected while they try to get the firm service later.”
If electricity markets have worked for over one hundred years on the principle that more customers could bring down costs for everyone, going forward, we may have to get more choosy — or pay the price.
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Most Americans still say they would oppose a data center being built near where they live, but the facilities’ standing has improved among Republicans, a new Heatmap Pro poll finds.
The American public’s backlash against data centers may finally be starting to slow down, although the facilities remain staggeringly unpopular, a new poll finds.
Seventy-one percent of Americans said they would oppose a data center being built near where they live, according to a new Heatmap Pro poll conducted by Embold Research earlier this month.
That is an abysmal finding for technology companies and would-be developers of the computing facilities. But it actually represents an improvement from previous polling, and it suggests one of the fastest shifts in public opinion in recent memory may be tapering off.
That shift has been swift. As recently as September of last year, about 43% of Americans said they would support a data center being built near where they live, and Americans broadly appeared to be evenly split on the infrastructure, according to Heatmap Pro polling. Eleven months later, 75% of Americans told the same poll that they would oppose a nearby data center — a 32 point shift. That monumental turnaround helped make data centers a defining issue in this election cycle.
That backlash has transformed the economics of the data center boom, the largest infrastructure buildout in recent U.S. history. The overwhelming majority of data center projects now face some degree of community opposition, Heatmap Pro reporting suggests. More than $260 billion in proposed data centers have been canceled this year after meeting local opposition. The artificial intelligence company Anthropic even flagged the infrastructure slowdown on Monday when it filed for its initial public offering, which is widely expected to be among the largest ever.
Now our new survey shows that Americans’ rejection of the enormous computing facilities may itself be slowing. The small observed drop, which only slightly exceeds the survey’s margin of error, was driven by a four-point decline in the share of Americans who said they would “strongly oppose” the technology.

While Americans of all parties improved their view of data centers, the change was most pronounced among Republicans. In August, 23% of GOP voters said that they would support a data center being built near where they live. In the new poll, conducted after weeks of favorable campaigning by President Trump, 34% of Republicans said they would support a data center slated for their area, while the share of Republicans who said they would oppose it fell from 66% to 58%. Data centers’ standing among independents improved by nine points during the same period.
Democrats remain largely unified against the infrastructure, and data centers’ improvement among that group was just outside the margin of error.
While Americans of every age, race, gender, and partisan ID remain more opposed to local data center development than in favor of it, their standing has also improved among men since the summer. In August, 21% of men said they would support a data center being built near where they live. Now, 28% of men would support one.
Will America be the land of opportunity for AtkinsRéalis’ tried-and-true CANDU?
Unruffled by President Trump’s taunts of turning Canada into the 51st state, Canadian Prime Minister Mark Carney has vowed to regain leverage over Washington by remaking his nation as an “energy superpower.” Instead of building pipelines from the oil fields of Alberta to American refineries, Ottawa will run them to its West Coast ports to sell crude directly to Asia. Rather than importing electricity from offshore wind farms in the American Northeast, Nova Scotia will build its own turbines and sell the power back to energy-starved New England as the Trump administration thwarts the region’s own buildout.
But Canada’s path to reviving its nuclear industry may run — counterintuitively — through the United States.
Last week, Montreal-based AtkinsRéalis inked a deal with utility Hoosier Energy and the Indiana government to explore building up to 6 gigawatts of reactors in the state. The agreement is only a memorandum of understanding to kick off a study examining potential sites across the state. But it marks the first real effort to export Canada’s unique pressurized heavy-water reactors, called CANDUs, to the U.S., and highlights how America’s domestic nuclear industry has atrophied to the point that foreign developers of large-scale units are racing to establish a beachhead in the world’s largest atomic power market.
“If the Americans had created the CANDU, everyone in the world would know about it,” Joe St. Julian, the American-born president of AtkinsRéalis, told me. “There’s just a cultural difference in the way that the Canadians go about things and the way the Americans do.”
Pronounced “CAN-do,” the upbeat acronym stands for Canada Deuterium Uranium and evokes the government’s post-war, can-do spirit, mustered to help protect its sovereignty during the bipolarity of the Cold War. Developed in the 1950s by Canadian government scientists and now used across the country’s entire nuclear fleet, CANDUs rely on deuterium, a version of hydrogen with an extra neutron, as their “heavy water” coolant to sustain their chains of split atoms. Uranium powers virtually all commercial nuclear reactors, but CANDUs are distinct in that they can run on the raw stuff, rather than enriched uranium. That’s their real advantage: By forgoing the costly and heavily scrutinized enrichment process, Canada can tap its vast resources of mined uranium without facing the bottleneck of the expensive enrichment facilities or attracting the intensive oversight of global regulators monitoring for the production of atomic weapons.
The 17 reactors that provide 15% of Canada’s electricity today are all CANDUs. India’s fleet largely borrowed the technology, and Argentina, China, Romania, and South Korea have all imported their own CANDUs. But the buildout largely stopped in the last century. Canada built its last CANDU in Romania in 2007. The last Canadian CANDU — Unit 4 of the Darlington nuclear plant in Ontario — came online in 1993.
Two years ago, Canada sought to restart its reactor buildout by commissioning its first American-designed unit. Construction began last year on the world’s first BWRX-300, a small modular reactor that uses enriched uranium as fuel. The U.S. plans to build the second version of the same reactor at the Tennessee Valley Authority’s Clinch River site. Whether it can deliver the cost savings SMRs promise remains an open question, given that nuclear developers have historically improved economics by making reactors bigger, not smaller.
But Chris Keefer, a Toronto physician-cum-nuclear advocate who hosts the in-depth energy podcast Decouple, told me he believes Canada’s real error is in benching the CANDU. While Ontario’s government-owned utility “got their backs slapped endlessly for having the courage to go first” in building the inaugural SMR on the continent, “they’re idiots to be investing $21 billion of Canadian ratepayers’ money to prop up an American company with American technology,” he said, colorfully characterizing the move as a massive error and “the result of dis-coordinated decision-making.” (Converted from loonies to U.S. dollars, that figure is about $14.9 billion.)
While Keefer added that he opposes the trade war between Washington and Ottawa, he also recognizes it as a potential opening. “Part of me loves it and this deglobalization moment we’re in, where strategic autonomy and national interest matter,” he said.
The Carney administration has yet to set clear rules on what kind of reactor technology it will support domestically, but it could, in theory, limit access to federal subsidies for provinces and utilities that opt for non-CANDU technologies. For now, however, there appears to be quiet agreement between the U.S. and Canada on bringing the technology south. St. Julian said the Canadian Ministry of Energy has been “very supportive” in talks about providing financing for CANDU exports to the U.S. AtkinsRéalis is also in talks with the U.S. Department of Energy, though a source familiar with that agency’s thinking cast doubt over the possibility that the Trump administration would ultimately fund a Canadian project in the U.S.
None of this was a part of AtkinsRéalis’ long game, St. Julian told me. “The U.S. had four or five of its own reactor technologies,” he said. “Why would it build a foreign technology?” But shortly after Trump returned to office, “We looked at it and realized the U.S. is down to a single large reactor technology: Westinghouse. The other three or four are no longer in business.”
That was the opening AtkinsRéalis needed. “The U.S. made clear it had the aspiration to build 300 new nuclear power stations,” St. Julian went on. “Between Westinghouse and new technologies coming online with SMRs, we said they couldn’t possibly reach their aspiration no matter how optimistic they are about the capacity and supply chain of first-of-a-kind technologies.”
So the company applied to the U.S. Nuclear Regulatory Commission for approval of the CANDU. In June, AtkinsRéalis sent the regulator a formal heads-up about its plans to file an application this past summer, and it expects to complete its second topical report for the NRC by the end of this month.
The CANDUs aren’t the only foreign reactors making a play in the U.S., though. Last month, South Korea unveiled a deal with the Trump administration to fund construction of up to six AP1000s and two APR1400s.
The CANDU does have some drawbacks that the APR1400 doesn’t. The same characteristics that let its reactors sustain fission using raw uranium also cause wear and tear that requires a significant refurbishment every 35 years. (Canada is already funding a campaign of repairs domestically.) And while a typical refueling outage for a light water reactor lasts up to two months and renovations ahead of a relicensing can take up to a year, the refurbishment process for a CANDU can take the unit offline for two years or more.
AtkinsRéalis declined to comment on its internal estimates of the cost of such a refurbishment, which is — among industry experts — widely criticized as costly. But St. Julian said the company guarantees at least two refurbishments in a CANDU’s lifetime, giving each unit a 105-year lifespan. Amortizing the costs over more than a century of electricity production, not to mention the company’s experience building units all over the world, means a CANDU is “a lot less expensive” than rival technologies, he said.
“The APR1400’s biggest advantage is the Korean industrial ecosystem,” Nana Menya Ayensu, a non-resident senior fellow at the Atlantic Council who worked on energy policy in the Biden White House, told me. “But the CANDU has lots of advantages that are specific to the technology in terms of not needing enriched fuel.”
Keefer highlighted another upside he’s acutely aware of due to his day job as an emergency-room doctor: CANDUs are particularly well-suited to batch-producing “enormous amounts” of medical isotopes, such as cobalt-60, used in cancer chemotherapy and the sterilization of surgical instruments, among other uses.
The technology is certainly attracting attention. Last month, Argentina and Romania agreed to work together on more CANDU projects. Weeks later, as I reported, Poland’s state-backed nuclear developer approved a tender for a second nuclear power station, for which it’s considering the CANDU. Last week, Turkey signed an agreement with Carney to cooperate on civilian nuclear energy, putting the CANDU in contention for the country’s second atomic power station.
And earlier this month, Atlas Atomics, a startup backed by Ohio’s Republican gubernatorial candidate Vivek Ramaswamy, raised $400 million in a Series A to commercialize its own pressurized heavy water reactor, in what Keefer dubbed in his newsletter the “AmeriCANDU.”
St. Julian said the new competition shows the unique value of the CANDU. “The difference is, we’ve been doing it for 70 years, and we spent tens of millions of dollars to perfect this technology; they’re just starting,” he said. Then he cracked a half smile. “They have the benefit of being a second movement,” he added. “But, man, we have a big head start.”
Plus, one big opportunity for climate change.
Anthropic is worried about its ability to power data centers.
While much of the company’s more-than-330-page filing for its planned initial public offering focuses on the mundane (executive compensation) and the extraordinary (“existential risks” are mentioned three times), considerable space is devoted to the problems of power.
The word “energy” appears 14 times in the section of the document laying out risks to Anthropic’s business, while “climate” or “climate change” is mentioned four times.
The overarching concern the company has is that it might not get enough power for data centers running its large language models. “Delays in securing energy, water, and other critical services for these facilities could further slow the pace at which newly commissioned compute becomes available for use,” is one representative sample from its risk factors section. The document later notes that “our business may face increased scrutiny related to these activities … including from the investment community and the local communities in which we operate,” in a later section on environmental, social, and governance standards.
Anthropic is also concerned with the pace of the energy infrastructure build-out more generally, noting “the construction of the generation and transmission infrastructure on which we depend is itself capital-intensive and exposed to labor shortages, supply chain disruptions, permitting delays, changes in interest rates, tariffs, other cost overruns, and financing constraints.” These concerns will be familiar to anyone following the debate in Washington, D.C., over permitting reform, which is also centered on making transmission easier and cheaper to build.
Later in the document, Anthropic writes that electricity policy is both highly varied across the country — “Grid-tied electrical supply, for instance, is subject to the jurisdiction of federal and state energy regulators, regional grid operators, and public utility commissions” — and also evolving, noting specifically that “environmental standards applicable to power generation continue to evolve, including as a result of changing governmental priorities and shifting public and political views regarding climate change and the appropriate treatment of various power generation sources.”
The risk of these policies is that they could result in “failure to secure access to adequate electrical power,” which could then “adversely affect our cost structure and limit our ability to scale our compute infrastructure, develop and deploy our models, and service our customers.”
Anthropic also acknowledges energy can be quite expensive, writing that costs are “largely outside of our control” and can “rise sharply during periods of peak demand or constrained supply, and such increases in energy costs could adversely affect our results of operations.”
Anthropic is the charter member of an industry group, along with Nvidia and Google, to promote and enable demand flexibility, which would reduce peak demand — and thus bring down electricity prices and alleviate the need for additional new infrastructure — by having data centers draw down their power usage when demand was at its highest. The company notes that it has also signed on to “voluntary commitments to offset the impact of our data center energy consumption on local communities and electricity ratepayers.” Already, the document says, “these commitments have increased, and we expect will continue to increase, our operating costs.”
And while the document has little to say about climate change per se and even less about sustainability and renewables, it does note that “the physical effects of climate change may increase our operating costs over time, as higher average temperatures can increase the power consumption and water usage required to cool equipment at the facilities on which we depend.”
Climate change also acts as an amplifier for potential disasters that could affect the company. “The impact of climate change may increase these risks,” the company says of “war, terrorist attacks, and other acts of political violence, or any significant natural disaster, such as an earthquake, fire, hurricane, tornado, flood, or significant power outage.”
Specifically, Anthropic calls out climate-related risk specific to the Bay Area, where it is headquartered. Or, as it bloodlessly describes it, “a region known for seismic activity and increasingly for the threat of fires.”
Otherwise, climate change and sustainability policy is largely seen as a regulatory and cost burden. For example, “regulations relating to [environmental, social, and governance] matters, including environmental sustainability and climate change, are under consideration, being adopted, or being rolled back or revised, which may impact our necessary disclosures and increase compliance costs,” and “sustainability initiatives, goals, or commitments could be difficult to achieve or costly to implement.”
It notes a variety of California, European Union, and United Kingdom climate disclosure laws “will require the dedication of significant time and resources” while also observing that “across the United States ... enacted or proposed ‘anti-ESG’ policies or legislation or have issued related legal opinions,” which could “expose any sustainability, employment, governance, or other corporate practices we adopt to the risk of litigation, antitrust investigations or challenges by federal or state authorities, and result in injunctions, penalties, and reputational harm.”
The document is far less detailed about what Anthropic and its products could do to alleviate or prevent climate change and its effects. This is not surprising for a regulatory filing concerned with disclosing corporate information and outlining risks to investors — but the filing is also supposed to explain the business opportunities it sees as well. In that regard, climate is relegated to a laundry list of potential scientific projects Anthropic’s products could be helpful with. “Claude is also being applied to pressing global problems in scientific research, drug discovery, education, and climate analysis,” it writes.
If its S-1 is any indication, there will be a lot of work to do.