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The decarbonization benefits abound.

Electric vehicles? Really?
Is it really true that Heatmap looked at every way that you can decarbonize your life, meditated upon the politics, did the math, and concluded … that you should buy an EV? Are EVs really that important to fighting climate change?
You’ll find more thorough answers to all those questions throughout Decarbonize Your Life (plus our guide to buying an EV), but the short answer is: Yes. If you really need a car, then switching from a gas car to an electric vehicle (or at least a plug-in hybrid) is the most important step you can take to combat climate change. And it’s not only good for your personal carbon footprint, it’s good for the entire energy system.
Here is why we make that recommendation — and why you should trust us:
The best reason to use an electric vehicle is the most straightforward one: Driving an EV produces fewer greenhouse gases than driving a gasoline- or diesel-burning car. The Department of Energy estimates that the average EV operating in the U.S. produces 2,727 pounds of carbon dioxide pollution each year, while the average gasoline-burning car emits 12,594 pounds of carbon dioxide. Even a conventional hybrid vehicle — like a Toyota Prius — emits 6,800 pounds of CO2, or roughly 2.5 times as much as an EV.
These gains hold almost regardless of how you analyze the question. Even in states where coal makes up a large share of the power grid — such as West Virginia, Wyoming, or Missouri — EVs produce half as much CO2 as gasoline vehicles, according to the DOE. That’s because EVs are much more energy efficient than internal combustion vehicles. So even though coal is a dirtier energy source than gasoline or diesel, EVs need to use far less of it (in the form of electricity) to drive an additional mile.
EVs retain this carbon advantage even when you take into account their full “lifecycle” emissions — the cost of mining minerals, refining them, building a battery, and shipping a vehicle to its final destination. Across the full lifetime of a vehicle, EVs will release 57% to 68% less climate pollution than internal-combustion cars in the United States, according to a landmark analysis from the International Council on Clean Transportation. (As the publication Carbon Brief has shown, many analyses of EVs versus gas cars fail to take into account the full lifecycle emissions of the fossil-fuel system: the carbon pollution produced by extracting, refining, and transporting a gallon of gasoline.)
Even if you only care about emissions math, two more important reasons justify switching to an EV.
First, when you switch to an EV, you cut down enormously on the marginal environmental cost of driving an additional mile. Most of an EV’s environmental harm is “front-loaded” in its lifetime; that is, it is associated with the cost of producing and selling that vehicle. (Most electronics, including smartphones and laptops, have a similarly front-loaded carbon cost.)
But the carbon emissions of driving an additional mile are relatively low. In other words, converting an additional kilowatt of electricity into a mile on the road is relatively benign for the climate.
That’s not the case for an internal combustion vehicle. In a conventional gasoline- or diesel-powered car, every additional mile you drive requires you to burn more fossil fuels.
Don’t overthink it: There is no way to operate a gasoline or diesel car without burning more fossil fuels. Conventional ICE cars are machines that turn fossil fuels into (1) miles on the road and (2) greenhouse gas pollution. This means that — importantly — using an internal combustion vehicle, or even a conventional hybrid vehicle, will never be climate-friendly.
That’s why the Intergovernmental Panel on Climate Change has concluded that switching to an electrified transportation system — in other words, switching from gas cars to EVs — is “likely crucial” for cutting climate pollution and meeting the Paris Agreement goals. As the International Council on Clean Transportation concluded recently, “There is no realistic pathway for deep decarbonization of combustion engine vehicles.”
This calculus is likely to improve over time. Over the past decade, the U.S. power grid’s climate pollution has plunged while emissions from the transportation sector have slightly risen; we anticipate that, over the next decade, the U.S. power grid’s greenhouse gas emissions are likely to decline at least moderately. Energy experts also expect more renewables to get built, and that natural gas will continue to drive coal off of the grid. These changes mean that the per-mile cost of driving an EV will likely fall. (If you’re in the market for an EV, Heatmap is here to guide you.)
When you switch to an EV, you do something else, too — something that may sound self-evident but is actually quite important: You increase demand for EVs and for the EV ecosystem.
To be painfully direct about why this is important, this means that you stop spending so much money into the gasoline-powered driving system — the network of car dealers, gas stations, and oil companies that subsist on fossil fuels — and begin paying for products and services from the car dealerships, charging stations, and automakers who have invested in the new, low-carbon future.
This is more important than it may seem at first. In the United States, automakers have struggled to ramp up their EV production in part because consumers haven’t been buying their EVs. EVs are a manufactured good, and the world is betting on their continued technological improvement. The more EVs get made at a company or industry level, the cheaper they should get. When you buy an EV, you prime the pump for further improvements in that manufacturing chain.
Under the Biden administration, the Environmental Protection Agency has adopted rules that could make EVs more than half of all new cars sold by 2032. But those rules are somewhat flexible — automakers could also meet them by selling a lot of conventional and plug-in hybrids — and they are under legal threat. If Donald Trump wins this year’s presidential election, then he will almost certainly roll them back, much as he reversed the Obama administration’s less ambitious car rules. And even if Kamala Harris wins, then the zealously conservative Supreme Court could easily throw out the rules.
Under most future scenarios, in other words, American consumers will have considerable power over how rapidly the country switches to electric vehicles. Even in a world where the federal government keeps subsidizing EV manufacturing and offers a $7,500 tax credit for EV buyers, the country’s transition to EVs will still depend on ordinary American families deciding to make a change and buy the cars.
So if you want to decarbonize your life, switching to an EV — provided that you drive enough for it to make sense — is one of the most important steps that you can take.
When you switch to an electric vehicle, you are doing several things. First, you are cutting off a source of demand for the oil industry. Second, you are creating a new source of demand for the EV industry. Third, you are generating new demand for the companies and infrastructure — such as charging stations — that will be needed for the entire transition.
Buying an EV is a climate decision that makes sense if you want to cut your carbon footprint and if you want to change the American energy system. That’s why it’s Heatmap’s No. 1 recommendation for how to decarbonize your life.
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SoftBank’s error and Nvidia’s scandal suggest data centers may have already peaked as an economic and energy trend.
This is Heatmap Daily, a weekday digest written by our executive editor. Subscribe here.
Covering energy and climate change sometimes means seeing certain stories in a different light than others. And a particularly vivid hue illuminated The Wall Street Journal’s report today that the Japanese conglomerate SoftBank Group is taking a $3.7 billion loss on several gigawatts’ worth of natural gas turbines.
For the Journal, the big news is that SoftBank and its billionaire founder, Masayoshi Son, are failing to capitalize on the artificial intelligence boom. But at Heatmap, we’re thinking about the turbines.
The data center boom and the return of electricity load growth has depleted the world’s supply of natural gas turbines. SoftBank had purchased reservations for about 13 gigawatts of turbines, according to the Journal. That’s a staggering amount of electricity — it could meet New York City’s maximum power draw on the hottest part of a summer’s day. The conglomerate now seems set to dump reservations for about four gigawatts’ worth. Keeping a reservation, it turns out, really is harder than making it.
Most of those rotors were reportedly from GE Vernova, one of the world’s largest producers of gas turbines. GE Vernova’s order list for gas turbines has been filled for nearly two years and the waiting list now stretches into 2031. That has led data center developers, hungry to get power as soon as possible, to reach for ever dirtier forms of electricity generation, including diesel generators and even old jet engines.
On that front, SoftBank’s failure to sell the turbines to a higher bidder suggests (albeit weakly) that demand for energy-producing assets might not be as strong as the AI boom’s backers once thought. SoftBank was already set to send about 9 gigawatts of turbines to the enormous Trump-backed OpenAI data center in Pike County, Ohio. The roughly remaining four gigawatts will be released back their manufacturers. (One thing this news can’t quite tell us, alas, is what type of turbine set-up will be used in the Pike County facility, which will be the world’s largest gas-fired power plant if it is build to completion. Recent public filings have suggested the facility isn’t planning on using any turbines in the more efficient combined-cycle configuration, which would mean the plant’s carbon intensity will be worse than most other new natural gas plants. But we’d love to hear any tips on this front.)
To zoom out for a second, I’m struck by how the AI bubble has been replaced by an AI muddle. As I wrote this, news emerged that Nvidia is preparing to fire its CEO, Jensen Huang, for his affair with a Chinese woman who is alleged to be a spy. (He had at least one more affair with another Nvidia executive, according to The New York Times.) Under Huang’s leadership, Nvidia has invested in a sprawling and sometimes circular network of energy-related companies, including Emerald AI, a startup that helps data centers flex their electricity consumption, and Redwood Materials, a battery recycler and producer led by the former Tesla executive J.B. Straubel. Huang has used Nvidia’s enormous balance sheet to buy down the risk of other AI and AI-related companies, propelling the overall AI trade to become the biggest story in American markets.
Now that balance sheet is in peril: Nvidia’s stock is already down 11% over the past five days, and it has fallen another 8% in after-hours trading since news broke of Huang’s ouster. If the chip designer’s financial network began to fray — or even if the next CEO had a lower risk appetite than Huang — then its demise could impact a much larger set of firms.
Even before the Huang scandal broke, companies at the center of the AI trade were showing signs of weakness. Alphabet, Meta, and Microsoft are all down on the month. Nvidia was already lagging by about 10% on the month before its hebdomas horribilis began, too. The memory and chip makers Micron and Applied Materials are both down more than 25% in about the same period, and GE Vernova and Oklo have fallen nearly 20%. Although the data center company Coreweave rebounded on an earnings beat today, it’s still down 24% on the month and nearly 50% since May.
The market rout isn’t total — Anthropic seems likely to enjoy one of the largest IPOs ever in the next week (although perhaps not with quite as large a valuation as its investors once imagined). And the underlying technology of AI seems to be getting worryingly better all the time. But even though the politics of data centers and AI seem set to dominate the new Washington, I’m wondering if data centers as a mainstream economic trend might have already peaked. Americans voted for a more subdued AI boom in the midterms. Now it seems like they might get it ahead of schedule.
Lunar Energy’s latest AI-powered system aims to integrate EVs into the automated demand response mix.
In theory, it’s straightforward to assemble the smart energy home: Solar panels, home backup batteries, and electric vehicles, plus smart thermostats, heat pumps, and water heaters — all the individual pieces can be had for the homeowner who can afford the up-front cost. The challenge is getting all those pieces to talk to one another.
Bay Area-based Lunar Energy is one of the tech firms that’s been trying to crack this problem. Today, it announced an upgraded version of its artificial intelligence-powered home energy control system, which not only integrates all those separate systems but also responds tactically to energy markets. CEO Kunal Girotra told me Lunar AI saves its users money by monitoring their home 24/7 and making decisions to charge, not to charge, or discharge so that they save the most money.
“Utilities are all moving to almost-real-time changes of rates,” he said. “You need software to handle that for you. I think that the race is on for who has the best AI machine learning algorithms to save the most amount of money. And so far, we seem to have a head start.”
Lunar’s first-generation system focused on generation, storage, and control. In other words, it connected elements like a home’s rooftop solar panels with the backup battery the residents might keep in the garage, using the AI to decide when to meet the home’s real-time energy needs with solar versus grid energy versus stored power. What it didn’t have was the ability to work with electric vehicles to manage charging and use the car’s battery as a bonus source of energy.
To fix this, Lunar has built its own bidirectional EV charger — one that can charge up the battery or discharge the car’s battery for a secondary use, like backing up the home’s power supply. Girotra, formerly the head of Tesla Energy, told me the problem with that functionality to this point has been the connection point between the car and the home electrical system. Carmakers and other companies in the space didn’t have the deep experience with electrical certifications to make the process seamless, he tells me. That led to setups like the original Ford Charge Station Pro, which required several different wall-mounted electrical boxes to connect the F-150 Lightning EV to the home.
Lunar’s charger is built to connect to its customers’ existing home Lunar energy system, which includes a microgrid interconnect device they call Lunar Bridge that islands the home in case of a power outage on the grid. In that way, the power stored in the EV battery is ready to back up the home in case of a blackout without any additional work — or to be optimized as part of a fully smart home that’s making money as part of a virtual power plant.
The company’s setup allows for another fun feature: “slow” charging that’s not slow at all, but actually two or three times as fast as the Level 2 charging most EV owners use to recharge their batteries overnight. Electric cars in the U.S. can typically take on only about 11 kilowatts of AC power from one’s home because of the limitations of their on-board hardware. Because Lunar’s system is fully DC, however, Girotra said the company decided to build a DC home charger, one that — like a Tesla Supercharger or other DC fast chargers out in the world — isn’t limited by that power cap. Lunar said it could use a combination of power from the grid, home solar, or home batteries to charge an EV at up to 25 kilowatts. That’s enough to recharge an EV in three to four hours rather than six to eight.
“If the standards get high, and if everybody sees cars can get charged in three hours, then all of a sudden people are like, ‘Wow, this is how I want it,’” he said. “Especially for 25% of the users who are like me, who always are running low on charge and they don’t mind a boost every now and then.”
Some of the other improvements in the second-gen system are more incremental. An inverter that’s 40% more powerful helps Lunar get its system up to enterprise scale. That’s crucial, as the world moves toward a place where more homes and businesses employ battery backup systems. Lunar’s new batteries come in modular 5 kilowatt-hour blocks ranging from 10 kilowatt-hours to 30 kilowatt-hours in a single unit and scale up to 300 kilowatt-hours for home or small commercial use; there’s also new pad-mounted configurations with capacity up to 1 megawatt-hour.
Batteries, though, are the simple part. Everyone from EV makers like Rivian to utilities like Octopus Energy is racing to make a person’s or a business’s batteries and solar panels and electric cars work for them, using the power of AI to account for moment-to-moment changes in energy prices and supply. Lunar’s new tech makes the case that the most important element is a single brain to integrate every last smart, electrified thing in your house.
The fundraise comes on the heels of a $50 million grant from the Department of Energy.
Almost all lithium-ion batteries on the market rely on graphite for their anodes, more than 90% of which is processed in China. That concentration has created a chokepoint in the Pentagon’s supply chain as the military increasingly turns to batteries to help its transportation network operate more quietly and reduce reliance on complex refueling logistics.
So when Congress passed the latest National Defense Authorization Act at the end of 2025, barring Chinese-linked battery materials from military use starting in 2028, Coreshell saw an opening. While the California-based silicon-anode battery startup had previously focused on automakers as its beachhead customers, it’s now shipping its first battery cells to the military for use on Navy ships and Army ground vehicles. On Wednesday, Coreshell announced a $30 million Series B to scale up manufacturing operations to meet the needs of this growing customer base.
“We’re entering a new stage where we’re no longer, I would say, demand limited,” Coreshell’s CEO Jonathan Tan told me. “This year we’ve had to put on second and third shifts, work nights and weekends, just to get the product out the door.”
Coreshell sets itself apart by going a step further than the NDAA requires. The law doesn’t make suppliers trace battery materials all the way back to the mine, which would be exceedingly difficult given China’s dominance across the battery supply chain. But Coreshell has nevertheless eliminated Chinese sourcing from its anodes by replacing graphite with silicon mined and refined in the U.S. by Ferroglobe, one of its Series A investors.
Ferroglobe and global investment firm Access Industries led the latest round, with defense contractor ADS also joining as a new strategic investor. The financing comes on the heels of a $50 million Department of Energy grant that Coreshell secured in August as part of a program to strengthen the domestic battery supply chain. That funding will support the company’s first commercial-scale facility, a 2-gigawatt-hour factory.
That’s about 20 times the size of the 100-ish-megawatt-hour plant the startup had originally envisioned, as the DOE grant has allowed Coreshell to “expand much further than we were originally expecting,” according to Tan. The company is now evaluating several potential U.S. sites and expects to announce its selection early next year. For now, it relies on unnamed contract manufactures, along with its small pilot line in San Leandro, to produce its cells. But once the gigafactory gets up and running, the startup plans to bring electrode production in house by 2028, followed by full cell assembly in 2029.
Building this plant will ultimately require significant additional capital. But Tan believes this latest vote of confidence from the federal government will help Coreshell to diversify its capital stack as it continues to fundraise. “That’s one of the great things about having such a notable DOE award is that it also allows us to attract multiple forms of capital,” he told me.
Silicon has long been recognized as a promising alternative material for battery anodes, as it can store far more energy than graphite. The catch is that it tends to swell during charging, causing it to break down quickly and ultimately leading to a much shorter cycle life. Coreshell says it’s extended its anode’s lifespan by giving it a proprietary coating, which Tan told me back in April essentially means “painting the inside of your battery” with an ultra-thin protective layer.
Other companies, such as Sila Nanotechnologies and Group14 Technologies, are also working to commercialize silicon anodes. But Coreshell says many of its competitors rely on more highly engineered, expensive forms of silicon, such as silane gas. By contrast, Coreshell uses metallurgical silicon, a cheap, raw commodity already widely used in aluminum alloys. That, Tan argues, gives the company a cost advantage not only over its competitors, but potentially Chinese graphite too.
Coreshell hasn’t yet demonstrated that its cells can meet the performance demands of the automotive industry, however. When the company raised its Series A in early 2025, it said it expected its automotive cells to exceed 1,000 charge cycles while retaining 80% of their original capacity. But Tan told me many defense applications don’t require such demanding performance targets, as Navy ships and ground vehicles are “not intending to have as many miles or missions or use cases on that same battery” as a consumer EV would.
That doesn’t mean the company is abandoning its automotive ambitions. As Tan pointed out, electric vehicles remain by far the largest source of global and domestic battery demand. “It’s natural for us to obviously utilize the security supply chain first,” he told me. “That allowed us to really get to commercialization, revenue, and production faster, because automotive qualification is this longer journey. But ultimately, we want to do both of those and more.”