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And that’s on top of the constitutional questions.

One of the biggest stories of the new Trump administration is the president’s attempt to block congressionally mandated spending. So far, most of the discussion over this freeze has focused on whether it violates federal law and the Constitution. But another front is likely to open soon in that legal battle — and it has received much less attention.
On his first day in office, Trump froze all federal spending tied to the Inflation Reduction Act and the $1 trillion infrastructure law passed during Joe Biden’s presidency. Although Trump has since relented on other spending freezes — such as a short-lived block on virtually all federal payments — he has continued to withhold these energy, climate, and infrastructure funds, even after a federal judge ordered their release on Monday.
Continuing this freeze for longer than 45 days would take an act of Congress, and it’s unclear whether the Trump administration intends to get one. It seems to be gearing up to fight a Supreme Court battle over whether the president has an inherent “impoundment” authority to block federal funding unilaterally (more on that later).
That constitutional fight will obviously be extremely important. But as hundreds of CEOs and local government officials are now surely realizing, this battle is not the only legal front on which the Trump administration’s spending freeze will be fought.
That is because — as long as the freeze continues — the Trump administration is going to start violating hundreds or even thousands of contracts and legally binding spending agreements. The Trump spending fight is not only about policy and the Constitution, in other words, but also about contract law.
The companies and local governments that are now being strung along by the Trump administration did not make a vague handshake agreement with the Biden administration. Instead, they signed a contract with the federal government to receive a certain amount of money in exchange for doing a certain activity. The administration might have changed since then. But the government is still bound by its debts and obligations.
Those companies have now spent money — in some cases more than tens of millions of dollars — to fulfill their side of the contract. They have bought equipment, purchased land, and hired workers. Those companies’ contracts with the federal government are as legally binding as any other contract between two parties — and the courts are as empowered to defend those contracts as they are any others.
There is a significant amount of money tied up in these agreements. By the end of 2024, the Biden administration had “obligated” more than $96 billion of grants from the Inflation Reduction Act, while the Department of Energy’s loans office had “finalized” more than $60 billion in lending. Both terms generally mean that a contract has been signed.
As Heatmap has written before, just because the government has signed a contract for a certain amount of money doesn’t mean that the money has gone out the door. Many federal contracts are designed, basically, as ongoing invoicing relationships: A private party agrees to do something for the government, the private party does it, and then the private party brings back its receipts and asks the government for reimbursements.
The government has been refusing to make those private parties whole, even though those private parties have kept up their side of their agreements. (Note that at no point, ever, has the Trump administration claimed on the record that the private entities it’s now refusing to pay are in breach of contract. It is simply saying that it would rather not pay them just yet for political reasons.)
This has several important consequences for what is about to happen next.
The first is that the Trump administration is about to face dozens and perhaps hundreds of lawsuits over breach of contract. The president cannot simply announce that the contracts are void, like Michael Scott declaring bankruptcy in The Office. If the president or his officials want to cut off funding to IRA and infrastructure law grant and loan recipients, then they will need to give specific reasons under the contract for terminating and then defend those claims in court — provided that the recipient sues. Under a law called the Tucker Act, companies can sue the federal government for breaching a contract in the Court of Federal Claims, a special court in Washington, D.C. These lawsuits will not be about MAGA policies, but rather about the facts of each contract and whether the parties are in compliance with them.
At the same time, the Trump administration will likely be waging a fight over “impoundment.” Some officials in the Trump administration — including Russ Vought, the Project 2025 architect who now leads the White House budget office — profess that the president has an inherent authority that allows him to unilaterally block federal funding. This is despite the fact that the Constitution does not mention such a capacious authority, and the Supreme Court has historically rejected other presidential ploys, such as President Bill Clinton’s use of the line-item veto, to accept some parts of the federal budget and ignore others.
This will create, at least at first, a two-track legal fight over the Trump administration’s spending freeze. At the high level, President Trump will be fighting over the political and constitutional question of whether he can unilaterally block funding that has been appropriated by Congress. But at the lower level, federal agencies may be sparring with hundreds of companies about whether they can wriggle their way out of the contracts they have already signed. These dozens of potential smaller fights will command an enormous amount of time and personnel attention — not only from the companies, nonprofits, and local governments trying to secure what they are owed, but also from the Trump administration, which has finite resources.
These skirmishes will have economic consequences — and while these might be small in the context of America’s $29 trillion economy, they will gradually deepen. By refusing to honor its contracts, the Trump administration is forcing private companies to bear public costs. Those companies will delay hiring employees and investing in new equipment as they await repayment; some will furlough workers and go bankrupt. The burden will become more and more significant every day that the Trump administration continues its spending freeze.
These costs will not be randomly distributed through the economy, but rather concentrated primarily in sectors located in rural areas and affecting working-class Americans. Professional environmentalists in Seattle will continue to have a job regardless of what happens to some rural school district’s microgrid project. But the construction workers and electricians set to build that grid will lose income.
For this reason, the energy and infrastructure freeze does not strike me as a very wise move, politically — particularly as U.S. economic sentiment is worsening. One reason it is politically prudent for lawmakers, and not the president, to make spending decisions is that representatives understand their districts much better than federal officials in Washington, D.C.
This suggests the final takeaway: The Trump administration is beginning to play a very dangerous game with the United States. The American economy’s strength and prosperity arises from its territorial resource wealth, its educated and productive workforce, its secure defensive position, and — crucially — a set of financial intangibles that are ultimately backed up by federal contracts. The federal government is the largest counterparty in the global economy because it can be relied upon to pay its debts. If it begins to back out of contracts hither and thither, especially if primarily for partisan political reasons, then it will ultimately damage every American.
This is not a new or novel thought. Writing in 1790, Treasury Secretary Alexander Hamilton said that the “punctual performance of contracts” was the key to maintaining the United States’ good credit. “States, like individuals, who observe their engagements, are respected and trusted: while the reverse is the fate of those who pursue an opposite conduct,” he said. “Every breach of the public engagements, whether from choice or necessity, is in different degrees hurtful to public credit.”
It isn’t unusual for new administrations to pause some spending at the beginning of their terms, and perhaps the Trump administration will soon prove the worriers wrong and lift the spending freeze. But I fear it will not. It is very possible that in the next several months, the administration will begin to breach dozens of its public engagements. This will hurt the energy, automaking, and construction sectors in the near term. It will cause grief for the president — and, I worry, all of us — soon after.
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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.