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Buildings are one of the few places where individuals have direct control over greenhouse gas emissions. You can’t instantly reduce a farmer’s beef production by eating less meat or personally shut down a natural gas power plant. But if you’re a homeowner, it’s up to you whether or not you’re burning fossil fuels every time you heat your home, use hot water, dry your clothes, or cook food. Together, these activities account for about 7% of annual U.S. fossil fuel-related carbon emissions.
That may not sound like a lot, but it adds up. When you buy a new heating system or a new clothes dryer, you’re investing in a machine you’re going to use for 15 to 20 years or more. You can decide to lock in a system that burns fossil fuels and is guaranteed to add greenhouse gases to the atmosphere throughout that time — or you can invest in one that can drive down emissions as the electric grid becomes cleaner. (If you want some advice for which new appliances to go with, we have some guides for that.)
“There’s an inflection point that we’re facing right now,” Sara Baldwin, the senior electrification director at the think tank Energy Innovation, told me. “If we lock in another two decades of fossil fuel infrastructure in our homes, we’ve got way more work down the line.”
That’s not to say these are easy changes to make. Perhaps it’s not even totally fair to say “it’s up to you,” because for some homeowners, the cost of making some of these changes will be out of reach. Electric appliances are often more expensive to install than their fossil fuel counterparts. And in some cases, as in places where natural gas is much cheaper than electricity, the switch might also increase your energy bills, even though the appliances themselves are more efficient.
If you have the means, though, the benefits can be significant. Replacing your furnace with an electric heat pump — which can both heat and cool your home — could have two-for-one benefits for those without central air, especially as summers get hotter. Many homeowners also praise the quieter, more even temperature control that heat pumps provide. Electrify any of your appliances and you’ll also be helping to reduce local outdoor air pollution; switch to an electric cooktop and you’ll reduce indoor air pollution for you and your family, as well.
Another way to think about electrification is as a chance to leave your mark on the world. Political scientist Leah Stokes, who serves as policy counsel to the electrification advocacy group Rewiring America in addition to teaching at the University of California, Santa Barbara, told me she likes to think of the appliances in our homes as “the infrastructure that we are in charge of.” You can lobby your representatives to build bike lanes, but the decision is mostly out of your hands. You’re the only one that can decide to change out your furnace or your water heater, however. “These are huge opportunities for us to make legacy impacts on carbon pollution,” Stokes said. And unlike behavioral changes such as eating vegetarian, you only have to do it once. “If you sell that house, if you die, it's a piece of infrastructure that continues on.”
Making these changes won’t necessarily result in immediate emission reductions. It depends on where you live and where your power comes from. If a lot of your electricity comes from coal, for example, a natural gas furnace might emit less carbon than even the most efficient heat pump. But that’s just how the math works out today. Researchers who have modeled out the emissions impacts over the average lifetime of the equipment — about 16 years — have found that as the grid continues along its trajectory of getting cleaner, heat pumps will emit less carbon overall in every state.
Not every home electrification project will get you the same carbon bang for your buck. Space heating is by far the most energy-intensive thing we do in our homes, so from an emissions standpoint, replacing your boiler or furnace is the most effective change you can make. Clothes dryers and stoves use so little energy, comparatively, that swapping them out looks almost inconsequential for the climate, at least on paper.
But the reason electrifying your home can be such a high leverage action is not just because of the absolute emission reductions you can achieve. It can also accelerate structural changes. If you’re currently a natural gas customer, going fully electric means you’ll be able to disconnect from the local distribution system and stop paying into the pool of funds used to maintain it. That can increase rates for the remaining customers, which is far from ideal. But it also makes the economics of electrification more attractive.
“It's very important that we can't leave low income people behind,” said Stokes. “But the more folks who get off of gas, even a small number, it can really start to force the question of, should we start thinking about if we should be investing hundreds of millions of dollars into aging gas infrastructure? Or should we use that money to subsidize electrification for low income folks?”
So, where to begin? Space heating is the biggest opportunity, but it’s also the most expensive and complicated project. There’s no reason you have to start there, especially if your existing heater has a lot of life left in it. “Don't start with the hardest thing,” said Baldwin. “If it feels daunting, start with the easiest thing, or start with something that feels within reach.”
Larry Waters, an HVAC contractor I interviewed for our heat pump guide, recommends making a “gas inventory” — a list of all of your gas appliances and how old they are. Replace whichever appliance is nearest to the end of its useful life first, but plan ahead for future projects. Figure out if you’ll need to budget in an electrical upgrade, or if you can combine any of the work to save money.
The following guides will help you navigate each of these projects, with recommendations from experts who are on the ground, helping homeowners through this every day.
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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.