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Here are three big changes the White House is proposing.

The White House proposed a major overhaul to the country’s guidelines for analyzing regulations and government spending on Thursday. The changes to an incredibly dense, wonky set of documents known as “Circular A-4” and “Circular A-94” would affect how government agencies, like the Environmental Protection Agency, measure the costs and benefits of decisions that have big implications for climate change, like power plant regulations, clean car rules, and highway expansion projects.
It’s hard to overstate the magnitude of the makeover. More than anything, the changes represent a shift in philosophy. The proposed guidelines would change the way the government views and takes into account inequity, not just within the United States but also how U.S. actions affect people in other nations and future generations.
The current documents were also sorely outdated. The government hasn’t updated its instructions for regulatory analysis in 20 years, and the guidance for public investment is more than 30 years old. In the years since, academic thinking on how to conduct cost-benefit analysis has changed, financial markets have changed, and the philosophy of the White House has changed, said Noah Kaufman, a senior research scholar at Columbia University who previously served as a senior economist at the Biden administration’s Council of Economic Advisors.
“There's a lot of disagreement about a lot of what's in here, but pretty much everyone kind of agreed that they needed to be redone,” he said.
The proposal will go through a public comment period before being finalized by the federal Office of Information and Regulatory Affairs.
Cost-benefit analysis is but one consideration in government decision making, and often not the most important one, so Kaufman cautions against reading too much into the changes. Perhaps most significant to him is the overall vibe shift between the old guidance and what the White House released on Thursday. He said the old version reads like it’s written by people who are trying to convince you that there’s a very limited role for the government to play. “The people who worked on this document are far more interested in a more proactive role for how government programs and regulations can help address market failures.”
Here are three big changes the White House is proposing.
The proposed guidance makes a big adjustment to an incredibly complicated, confusing, but consequential number called the discount rate. The discount rate determines how much government analysts weigh distant, future benefits of a policy versus its cost today. A higher discount rate downplays future gains, making it much harder to justify the expense of flood protection infrastructure or rules that limit carbon emissions from power plants.
While the old instructions called for a discount rate between 3% and 7%, the new proposal suggests a dramatically lower rate of 1.7%. This means that when regulators look at the cost to society of putting more carbon in the atmosphere — and they take into account all of the potential future lost lives, reduced crop yields, and damages caused by rising seas — it would look a lot more expensive than it does under the current guidelines. To get a sense of how much more, the Obama administration used a discount rate of 3%, and estimated that the cost of every ton of carbon spewed into the atmosphere was about $51 per ton. The nonprofit research group Resources for the Future estimates that with a 2% discount rate, that number would jump to $185.
The new guidelines encourage agencies to take the global impact of decisions — such as potential lives lost to extreme weather outside the U.S. — into account when conducting a cost-benefit analysis. This is a big deal, according to Paul Kelleher, an associate professor at the University of Wisconsin-Madison who studies the ethics of public policy.
“This probably is an acknowledgement that when Americans emit carbon dioxide, it doesn’t only harm Americans,” Kelleher said. It also incentivizes American policymakers to approach international climate negotiations from a more cooperative standpoint, rather than only being interested in what happens within American borders, he said.
It’s an important, if admittedly wonky, way for the Biden administration to acknowledge the United States’ role in global climate change — suddenly, the lives of billions of people around the world are added to the accounting sheets of government agencies. That means a proposal to, for example, limit tailpipe emissions would appear to have larger financial benefits.
Today, the benefits of a proposed policy are weighed against how much the potential beneficiaries would be willing to pay for it. The problem is the government assumes a dollar means the same thing to everyone. But the value of a dollar to a grocery store clerk is a lot higher than the value of a dollar to, say, Elon Musk.
Under the current system, “climate damages in the poorest parts of the world will be registered as not as serious as climate damages that are much less serious in richer parts, where people’s willingness to pay can be quite high because their ability to pay is higher,” Kelleher said.
The new guidelines allows agencies to use an approach known as “equity-weighting,” or to account for the differential impacts of a given regulation or investment. “Now, instead of just counting up the dollars that people are willing to pay to avoid damages, you try to account for the real effect on wellbeing,” said Kelleher.
Take, for example, a new rule to reduce pollution from power plants, which low-income communities are disproportionately affected by. Under the new system, the financial benefits of such a regulation would appear much higher than they currently do, because more weight would be given to the health rewards and other gains the community would see from that regulation. And because the new guidelines allow analysts to look beyond U.S. borders, the practice of equity-weighting could also account for the disproportionate harms that a poorer country like Bangladesh would face from a warmer planet, significantly raising the cost of emissions.
If this approach is finalized, “it would be a titanic shift in the federal cost-benefit analysis framework,” Kelleher said.
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A longtime energy analyst argues that there are no solutions to the hyperscale problem, only tradeoffs.
Sam Altman, Dario Amodei, and Elon Musk need sign-off from fewer than a dozen board members to commit their companies to multibillion-dollar moves. The power plants that supply their data centers need sign-off from 13 states (plus D.C.), thousands of generators, millions of customers, and a federal regulator whose ratemaking standard predates the personal computer in order to build anything new.
Everyone in tech knows about the CEOs of the foundational artificial intelligence labs. Only energy nerds know the names of the people running our grid operators. That anonymity is a feature, not a bug. Grid operators generally think in decades, not years. But right now, they’re telling the U.S. that it has years, not decades, to figure out its own new path forward.
For decades, this process sufficed for energy generators (and regulators) grown accustomed to gradual, predictable load growth. But over the past several years, the scale and speed of increasing energy demand has overwhelmed the supply -side’s ability to respond. The resulting strain on the grid has reverberated through every rung of the supply chain, delaying development timelines, increasing costs, and elevating energy from political conversations to dinner table discussions.
The loudest creaks and groans are coming from PJM Interconnection, North America’s largest grid operator. Residential bills in the PJM service area are climbing at a dizzying pace. Recent capacity auctions have ended with record prices, which PJM’s own market monitor blames on the explosive growth in data center power demand. Pennsylvania Governor Josh Shapiro has attempted to pressure PJM to lower its capacity price cap. Even Secretary of Energy Chris Wright has called on the Federal Energy Regulatory Commission to develop new procedures to help get data centers online faster.
David Mills, PJM’s CEO, published a 70-page report in May acknowledging that current market rules cannot keep pace with AI-driven load growth. And yet he also refused to recommend a path forward, leaving the decision to “state regulators and legislatures, to FERC, to consumers.”
The most essential grid infrastructure, he explained, “is not a price curve or a performance obligation — it is legitimacy.” In other words, what’s broken isn’t a parameter inside the capacity market, but rather the capacity market itself, along with the political conditions under which it operates. PJM calls this the “credibility trap”: high prices accurately signal that new investment is needed, but when those prices become politically untenable, government intervenes and investment stalls.
The fix, Mills writes, “requires structural choices, not just parameter adjustments.”
Mills is speaking to a deeper issue with the grid than its ability to respond to shifting market dynamics, which is that hyperscalers and grid operators are built to solve two different kinds of problems. Hyperscalers solve engineering problems with specifiable objectives, known constraints, verifiable outcomes. Engineering problems reward concentrated authority and unilateral decision-making.
Grid operators, on the other hand, solve coordination problems. The information they rely on to do so is dispersed across millions of stakeholders, continuously revised and often contradictory, and operators’ preferences are not so much known as they are revealed through deliberation. FERC’s standard for wholesale rates is not whether those rates are objectively “correct,” but rather whether the market settled on those rates through fair competition. The process does not just determine the answer, it essentially is the answer.
This construction is the category error driving the current AI-grid collision. The electricity grid is not an engineering problem with coordination problems attached. It is a coordination problem with engineering problems embedded in it. Treat it as the former and you lose all the information that gets generated in the process of market-based price discovery. You also lose all the buy-in that occurs when real people are faced with real trade-offs and have to make hard, binding choices.
Mills did lay out three possible structural paths in his May letter:
These pathways are not equivalent — unlike with an engineering problem, there are no cut-and-dried solutions here. There are only trade-offs and questions about who bears their consequences. Path C is likely the better answer, while Path A is more expedient. The gap between them is the work PJM’s constituents have to manage over the coming years. PJM may choose the wrong path, or arrive at the right one too late.
The alternative is not hypothetical. If hyperscalers aren’t willing to wait for PJM customers to decide which path they want to take (and recent history suggests they are not) they will build behind-the-meter generation, sign bespoke deals with regulated utilities, and restart dormant nuclear plants. America would be left with two grids, one for compute, one for everything else. The first will be reliable and expensive. The second will be cheaper, fragile, and stranded with the costs of the system the first walked away from. The market would lose the dispatch signal, the error-correcting price mechanism, and the legitimacy of the system that has reliably powered the Mid-Atlantic for two decades.
Economist Friedrich Hayek described the limits of humans’ planning capabilities better than anyone in his 1974 Nobel Prize lecture, using the metaphor of the craftsman shaping his handiwork versus the gardener cultivating growth. The craftsman thinks they can make a perfect tool but repeatedly runs up against the boundaries of their own knowledge, whereas the gardener learns to manage new information as it arises, tending not to the product itself but rather to the conditions that produce it.
Hyperscalers are not bad actors. They have legitimate interests and the political capital to help shape the grid’s future. But we should resist the Newtonian urge to meet unexpected, swiftly moving demand with equally swift supply. Markets and physical systems both tend toward equilibrium, but the former finds it through deliberation, not collision. Instead of trying to unilaterally craft a better grid, hyperscalers might find a better path if they work with the practitioners who already know how to garden.
On Greenland’s rare earths, Baker Hughes’ geothermal bet, China’s green H2
Current conditions: A sprawling heat dome stretching from the Midwest to the East Coast is raising temperatures for more than 200 million Americans upward of 100 degrees Fahrenheit this week • Three firefighters died battling wildfires along the Colorado-Utah border on Saturday, while winds fanned the flames of the Cottonwood Fire in southwest Utah into the largest blaze in the U.S. right now • Back-to-back tropical storms Mekkhala and Higos battered Japan’s coast over the weekend, leaving at least one dead in a landslide.
For much of the past decade, Japan looked primed for offshore wind development for the same reasons the American industry first took root in the Northeast: It’s coastal, densely populated, and — with its nuclear power stations either shut down or idled — it’s more reliant on fossil fuels that it doesn’t locally produce than ever before. But building turbines off Japan’s shores has proven tricky as project costs ballooned. On Friday, Norway’s Equinor announced its decision to close its offshore wind division in Japan, after failing to win any leases at repeated auctions over the past eight years. “This decision reflects a reassessment of Equinor’s strategic direction, with a strengthened focus on integrated power markets,” the company said in a statement on its Japanese website.
The move comes two years after Denmark’s Orsted exited Japan. Last August, a consortium led by the industrial giant Mitsubishi pulled out of Japan’s first three offshore wind projects citing what Reuters described as concerns of surging costs. Last October, as I told you at the time, the newly elected government of Prime Minister Sanae Takaichi postponed a key procedural step for setting government funding levels for offshore wind projects. Instead, as you may recall, Takaichi has put a heavy focus on restarting the nuclear reactors mothballed after the 2011 Fukushima disaster and even expanding the fleet.

For much of the 20th century, the geopolitical relevance of the world’s largest island stemmed from its central location as a kind of poker table situated right where Washington, Brussels, and Moscow meet. More recently, it’s been about Greenland’s untapped mineral riches. As polar ice recedes, the autonomous Danish territory has opened previously inaccessible deposits of rare earths and copper to prospecting. For Greenland, whose population of fewer than 60,000 is roughly 85% Indigenous, mining has offered an opportunity to diversify its economy beyond just fishing, augmenting an expanding tourism sector with some heavy industry. In 2017, when I visited local political officials in Nuuk, the capital, sustainability-minded liberals pined for an alternative development approach that took advantage of Greenland’s unique and pristine wilderness to, for example, build out a biomedical industry that draws upon research into the survival traits that allow life to thrive in harsh polar environments. At the time, the populists pitching industrialism as a fast track to independence seemed, to me at least, destined to win the argument. But the green techno-optimists may yet get the chance to prove their approach.
Last week, regulators in Nuuk formally rejected an Australian mining company’s bid to renew its exploration license for one of the most advanced rare earths projects in Greenland. The Western Australia-based Energy Transition Minerals had been locked in litigation with the Greenlandic government over whether its project could safely extract rare earths such as neodymium, praseodymium, and terbium for magnets and batteries without producing uranium as a byproduct. A previous government in Greenland had banned uranium mining in 2021, effectively halting ETM’s Kvanefjeld project. But the company had told investors in February that it “remains confident in the merits” of its position in negotiations with Greenland and “resolute in our intention to develop Kvanefjeld responsibly and in accordance with international best practice.” Just last week, the company published data showing that it had identified 10 new rare earth deposits “with uranium levels recorded below regulatory thresholds.” If it factored into negotiations at all, it wasn’t enough to change the outcome. Following the rejection on Friday, the company told Reuters: “Greenland has positioned itself as open for business. This decision creates a different impression.” In a sign of how the political winds may be shifting, the headline on Sunday’s front-page story in Sermitsiaq, one of Greenland’s only national newspapers, warned of the “environmental bombs” coming just from future American military bases on the island.
Of all the ways to build up, shore up, and clean up America’s grid, geothermal energy is easily among the most elegant, narratively speaking. We already quietly operate the world’s largest geothermal power plant. The new generation of companies racing to build new power stations require the very same battle-hardened drilling equipment, technologies, and workers that sustained the fracking boom and turned the U.S. into a top global producer of oil and gas. Many of the best-mapped hot rocks are located out west, where the federal government owns vast tracts of land, meaning the strong bipartisan consensus in support of geothermal energy development can, in fact, translate into faster approvals for projects. It’s a bet that one of the nation’s largest oilfield services providers is now making. Last week, Baker Hughes inked a deal with the geothermal developer Mantle Reach Power to support construction of as much as 500 megawatts of new generating capacity. As part of the deal, Baker Hughes will provide its drilling technologies, in a move the company said would “de-risk and deliver” on the promises of geothermal power. “Geothermal is a clean power solution that is proving to be a vital contributor to advancing sustainable energy development, with incredible potential to enhance U.S. energy security, support digital infrastructure, and ensure energy remains accessible and affordable,” Baker Hughes CEO Lorenzo Simonelli said in a statement.
Meanwhile, federal regulators just approved the environmental review of a new conventional geothermal project. Once complete, Ormat Technologies’ Pearl geothermal project in Nevada’s Esmeralda County will generate up to 60 megawatts of power. It’s just the latest approval of what Think Geo Energy called a series of approvals for Ormat’s proposed expansion in Nevada.
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Even before the Iran War, momentum was gathering in China for a green hydrogen buildout. The “most important low-carbon policy for 2025,” according to the analyst Jian Wu, was China’s decision to start subsidizing green hydrogen-related applications from central government coffers for the first time as Beijing sought to wean off fossil fuel imports and make use of solar and wind farms that had grown so abundant that the country’s grid operators recently phased out key incentives for renewables. Since the war, Beijing has turned its attention to shoring up its domestic fuel supplies, whether by increasing its domestic drilling, chemically-processing coal, or zapping water with enough renewable electricity to cleanly separate out the hydrogen molecules. Now it’s placing a big bet on the latter. China just put out a new five-year plan for the energy sector with a goal to install more than 2 million metric tons of annual capacity to produce green hydrogen by the end of the decade, Hydrogen Insight reported. That would more than double the existing capacity.
Overall, the document raises the target for China to generate half its electricity from non-fossil sources by 2030. But its goals for the wind and solar sectors represent a significant slowdown from the recent pace of development, indicating the government’s interest in diversifying its carbon-free electricity sector.
At present, I see three guarantees in my life: Death, taxes, and the likelihood that another Chinese nuclear plant will make significant enough progress to merit telling you about it. Readers hoping to understand the stakes of America’s incipient nuclear renaissance are wise to keep track of how successfully China’s state-owned reactor developers have been building their own domestically-sourced version of the flagship U.S. reactor design. I can’t keep track of how many times we have covered Chinese reactor milestones. But add this to the list: Last week, World Nuclear News reported, the second of six Hualong One reactors at the Taipingling nuclear power plant in Guangdong province started up, sustaining a chain reaction for the first time. The speed with which China General Nuclear completed the domestically-supplied reactor — the design for which is largely cribbed from the Westinghouse AP1000 — highlights the strategy American atomic energy advocates are increasingly promoting. A nonprofit called the Nuclear Scaling Initiative launched in 2024 to propound the idea of focusing on reactors that can be built identically over and over.
Investors debate the right way to bet on the nuclear revival, and the growing list of startups debuting on the stock market through reverse merger deals that require less scrutiny than traditional initial public offerings provides ample grist for disagreement. But here’s a surefire wrong way: Selling $1.5 million of call option contracts for your employer’s stock on the day of a major announcement that you are playing a pivotal role in overseeing. Yet that’s exactly what the Department of Justice accuses Casey Muggleston, a former engineering manager in charge of relicensing the shuttered Three Mile Island power plant, of doing on the very day his employer, Constellation, announced a landmark deal with Microsoft to reopen the facility to supply its data centers with electricity. If convicted, Muggleston could face a maximum of 25 years in prison, according to ABC27, a TV news station in Harrisburg, Pennsylvania.
There is a heat wave in Europe, the world’s fastest warming continent. And so, as you may have heard, a perennial topic of online climate discourse has returned: Why don’t more Europeans have air conditioning?
I’m partially convinced this is psy op, or at least a figment of how social media organizes attention. I have a hypothesis that various “For You” page algorithms, especially that of the social network X, began to reward content that performed unusually well across national borders a few years ago. Since then, the amount of America vs. Europe content has surged. (Of course, writers have been comparing American and European lifestyles for much longer than that.)
Suffice it to say, though: It’s a fraught topic. I’ve assumed that as extreme heat gets worse as the climate changes, Europeans will simply get on with it and install AC, much as Americans in the Pacific Northwest have done. Yet there are cultural and regulatory obstacles to AC’s growth in Europe.
I’m sure I’ll write about it in the future, but for now I want to get a grip on the facts themselves. And so as a Friday special, I present to you — the facts about European AC, as I understand it:
Thanks so much for reading, and talk soon.