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In some cases, rising electricity rates are the least of a company’s worries.

Skyrocketing electricity prices are hitting Americans hard, which makes one wonder: Are electrification-based technologies doomed? No doubt sectors like green hydrogen, clean fuels, low-carbon steel and cement, and direct air capture would benefit from a hypothetical world of cheap, abundant electricity. But what happens if that world doesn’t materialize anytime soon?
The answer, as it so often turns out, is significantly more complicated than a simple yes or no. After talking with a bunch of experts, including decarbonization researchers, analysts, and investors, what I’ve learned is that the extent to which high electricity prices will darken the prospects for any given technology depends on any number of factors, including the specific industry, region, and technical approach a company’s taking. Add on the fact that many industries looking to electrify were hit hard by the One Big Beautiful Bill Act, which yanked forward deadlines for clean hydrogen and other renewable energy projects to qualify for subsidies, and there are plenty of pressing challenges for electrification startups when it comes to unit economics.
“Having lower energy prices is good for everybody,” Bryan Fisher, a managing director at the energy think tank RMI focused on industrial decarbonization, told me simply. And so when those prices go up, “the biggest macro theme is it hurts industries or applications of industry unevenly — green hydrogen being the biggest one.”
There was a general consensus among the people I spoke with that electrolytic hydrogen — known as green hydrogen if it’s produced with renewable electricity — is the clearest casualty here. That’s unsurprising given that electricity drives roughly 60% to 70% of its production cost, as it powers the process that splits water into hydrogen and oxygen. Rising hydrogen costs will also have knock-on effects across other emergent industries, as many companies and investors are banking on green hydrogen to replace fossil fuels in hard-to-electrify sectors such as chemical production or long-haul transport.
Fisher told me that rising electricity costs now means that the transition from blue hydrogen — produced from natural gas feedstock, with carbon capture and storage to control emissions — to green hydrogen will be prolonged. “What we always thought was going to happen was that a blue hydrogen market would develop and be replaced by green as those costs went down,” Fisher explained. “So I think the time at which the market will utilize low-emissions blue hydrogen is just extended.”
Dan Lashof, the former U.S. director and a current senior fellow at the World Resources Institute, told me that if and when hydrogen projects scale, circumventing the rising costs of grid electricity with behind-the-meter renewable power could be a viable option, given that new wind and solar generation remains quite cheap. He also emphasized the other factors at play when it comes to making green hydrogen economically feasible — mainly the high cost of electrolyzers themselves, the devices that split water into its component parts. “Tariffs on Chinese imports are going to be a big factor in terms of electrolyzer costs,” he told me. That leads him to ask, “will other countries like India step up and be able to produce low cost electrolyzers for the U.S. market?”
Among industries that rely on green hydrogen, sustainable aviation and green shipping might suffer the most, as hydrogen is a necessary ingredient in certain net-zero fuels. But high electricity prices — and by extension green hydrogen costs — are far from their only financial concern. Producing clean fuels often requires combining hydrogen with captured carbon to synthesize hydrocarbons.Sourcing and capturing CO2, breaking it down into carbon monoxide, and synthesizing hydrocarbons are all expensive in and of themselves.
Fisher told me that when it comes to the category of sustainable aviation fuels known as e-SAF, which is made from green hydrogen and captured carbon dioxide, innovations in these other areas — as well as economies of scale — are more likely to make a meaningful dent in fuel prices than cheaper electricity. “Power prices going up 20% adds about $1 or $1.50 a gallon to e-SAF,” he explained. “And right now we’re probably $5 to $7 out of the money.” So while lower electricity prices would certainly be welcome, the industry needs cost breakthroughs on multiple fronts before this fuel has a shot at competing.
Some companies, including Twelve, require electrolyzers to break down both CO2 and H2O. Rajesh Swaminathan, a partner at Khosla Ventures, told me he simply doesn’t think the current approaches to e-SAF will get there economically. “It’s a terrible economic idea. It doesn’t pass any kind of sniff test,” he said. “Even if electricity prices were extremely low, this will not be competitive from a capex and opex perspective,” he said, referring to both capital expenditures and the cost of operating the business.
Khosla has instead invested in Lanzatech, which sources carbon-rich gases from industrial facilities such as steel mills and ferments them into ethanol, which can then be chemically converted into jet fuel. Its core process doesn’t rely on green hydrogen or electrolysis at all. “That’s such a low-cost approach that will meet the SAF targets of $4 per gallon,” Swaminathan told me — a claim that remains to be seen, of course.
Efforts to decarbonize high heat industrial processes such as steel and cement production also rely heavily on electrification. The clean cement company Sublime Systems and clean steel companies Boston Metal and Electra, for instance, all use electricity-driven chemical processes to replace the need for burning fossil fuels in either cement kilns or the blast furnaces used in steel production.
The companies themselves often emphasize the importance of low electricity prices for making this tech cost-competitive. For example, when Boston Metal’s CEO Tadeu Carneiro was asked by a Time magazine reporter two years ago about where the company would source the enormous amount of electricity needed to melt iron ore as planned, he replied, “If you don’t believe that electricity will be plentiful, reliable, available, green, and cheap, forget about it,” essentially acknowledging the tech won’t pencil out in the absence of cheap power. He added that there are regions such as Quebec and Scandinavia — both of which have abundant hydropower resources — where it would make economic sense to deploy Boston Metal’s tech sooner rather than later. Similarly, Sublime is building its first commercial-scale clean cement plant in Holyoke, Massachusetts, where it’s sourcing power from the city’s hydroelectric dam.
“We have to believe that the electricity will be available,” Carneiro told Time.
Lashof told me that in the meantime, higher electricity prices will “push industrial decarbonization more towards using carbon capture and sequestration pathways” over electrification-driven approaches. But Fisher thinks that in many cases there’s still “headroom” for electrification of power and heat to make sense domestically, even with a relatively significant “20% to 30% type increase” in electricity costs.
“If you’re doing a heat by electrification project at your industrial site, in some cases it’s an adaptive problem, not an economic problem.” he told me. Indeed, plants will need to be redesigned — no small cost in itself — and teams must be willing to change their systems and processes to accommodate new technologies. That organizational inertia could, in some cases, prevent the adoption of novel electrification tech, even if electricity prices would support it.
One technology that Fisher is absolutely certain isn’t constrained by electricity prices so much as the lack of a fundamental technical breakthrough is engineered carbon removal, such as direct air capture. “Innovation is the key, not low power prices, because we need to get from $500 bucks a ton in carbon removal to $50 bucks a ton,” he told me. While DAC certainly requires loads of electricity to pull CO2 out of the air and chemically separate it, that won’t be enough to conjure the 90% price reduction necessary before DAC can reach scale.
But rest assured, rising electricity prices will also create some winners, with energy efficiency likely to be at the top of the list, Duncan Turner, a general partner at venture capital firm SOSV, told me. Personally, he’s excited about everything from innovations in HVAC systems to companies developing more energy-efficient chemical separation processes, low-power light-based data transfer hardware for data centers, and plasma-based cooling products for computing chips.
Energy efficiency isn’t the only category he thinks stands to benefit. “There’s a bunch of long-duration energy storage companies that will look very interesting indeed as the price of electricity starts to go up and the demand for electricity from data centers starts to peak,” Turner told me. Like Fisher, he also sees an opportunity for point-source carbon capture, viewing it as a way to “very quickly get cheaper and cleaner electricity onto the grid.”
Moments like these are also when investors are quick to remind us that betting on consistency across seemingly any dimension — whether that’s clean energy incentives, the funding environment, or commodity prices — is often a losing strategy. Or, as Turner put it, “It’s probably for the good for the whole industry — our community as a whole — that we reset to, We work better than anything else, even when there’s expensive electricity.”
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The startup — founded by the former head of Tesla Energy — is trying to solve a fundamental coordination problem on the grid.
The concept of virtual power plants has been kicking around for decades. Coordinating a network of distributed energy resources — think solar panels, batteries, and smart appliances — to operate like a single power plant upends our notion of what grid-scale electricity generation can look like, not to mention the role individual consumers can play. But the idea only began taking slow, stuttering steps from theory to practice once homeowners started pairing rooftop solar with home batteries in the past decade.
Now, enthusiasm is accelerating as extreme weather, electricity load growth, and increased renewables penetration are straining the grid and interconnection queue. And the money is starting to pour in. Today, home battery manufacturer and VPP software company Lunar Energy announced $232 million in new funding — a $102 million Series D round, plus a previously unannounced $130 million Series C — to help deploy its integrated hardware and software systems across the U.S.
The company’s CEO, Kunal Girotra, founded Lunar Energy in the summer of 2020 after leaving his job as head of Tesla Energy, which makes the Tesla Powerwall battery for homeowners and the Megapack for grid-scale storage. As he put it, back then, “everybody was focused on either building the next best electric car or solving problems for the grid at a centralized level.” But he was more interested in what was happening with households as home battery costs were declining. “The vision was, how can we get every home a battery system and with smart software, optimize that for dual benefit for the consumer as well as the grid?”
VPPs work by linking together lots of small energy resources. Most commonly, this includes solar, home batteries, and appliances that can be programmed to adjust their energy usage based on grid conditions. These disparate resources work in concert conducted by software that coordinates when they should charge, discharge, or ramp down their electricity use based on grid needs and electricity prices. So if a network of home batteries all dispatched energy to the grid at once, that would have the same effect as firing up a fossil fuel power plant — just much cleaner.
Lunar’s artificial intelligence-enabled home energy system analyzes customers’ energy use patterns alongside grid and weather conditions. That allows Lunar’s battery to automatically charge and discharge at the most cost-effective times while retaining an adequate supply of backup power. The batteries, which started shipping in California last year, also come integrated with the company’s Gridshare software. Used by energy companies and utilities, Gridshare already manages all of Sunrun’s VPPs, including nearly 130,000 home batteries — most from non-Lunar manufacturers — that can dispatch energy when the grid needs it most.
This accords with Lunar’s broader philosophy, Girotra explained — that its batteries should be interoperable with all grid software, and its Gridshare platform interoperable with all batteries, whether they’re made by Lunar or not. “That’s another differentiator from Tesla or Enphase, who are creating these walled gardens,” he told me. “We believe an Android-like software strategy is necessary for the grid to really prosper.” That should make it easier for utilities to support VPPs in an environment where there are more and more differentiated home batteries and software systems out there.
And yet the real-world impact of VPPs remains limited today. That’s partially due to the main problem Lunar is trying to solve — the technical complexity of coordinating thousands of household-level systems. But there are also regulatory barriers and entrenched utility business models to contend with, since the grid simply wasn’t set up for households to be energy providers as well as consumers.
Girotra is well-versed in the difficulties of this space. When he first started at Tesla a decade ago, he helped kick off what’s widely considered to be the country’s first VPP with Green Mountain Power in Vermont. The forward-looking utility was keen to provide customers with utility-owned Tesla Powerwalls, networking them together to lower peak system demand. But larger VPPs that utilize customer-owned assets and seek to sell energy from residential batteries into wholesale electricity markets — as Lunar wants to do — are a different beast entirely.
Girotra thinks their time has come. “This year and the next five years are going to be big for VPPs,” he told me. The tide started to turn in California last summer, he said, after a successful test of the state’s VPP capacity had over 100,000 residential batteries dispatching more than 500 megawatts of power to the grid for two hours — enough to power about half of San Francisco. This led to a significant reduction in electricity demand during the state’s evening peak, with the VPP behaving just like a traditional power plant.
Armed with this demonstration of potential and its recent influx of cash, Lunar aims to scale its battery fleet, growing from about 2,000 deployed systems today to about 10,000 by year’s end, and “at least doubling” every year after that. Ultimately, the company aims to leverage the popularity of its Gridshare platform to become a market maker, helping to shape the structure of VPP programs — as it’s already doing with the Community Choice Aggregators that it’s partnered with so far in California.
In the meantime, Girotra said Lunar is also involved in lobbying efforts to push state governments and utilities to make it easier for VPPs to participate in the market. “VPPs were always like nuclear fusion, always for the future,” he told me. But especially after last year’s demonstration, he thinks the entire grid ecosystem, from system operators to regulators, are starting to realize that the technology is here today. ”This is not small potatoes anymore.”
If all the snow and ice over the past week has you fed up, you might consider moving to San Francisco, Los Angeles, Phoenix, Austin, or Atlanta. These five cities receive little to no measurable snow in a given year; subtropical Atlanta technically gets the most — maybe a couple of inches per winter, though often none. Even this weekend’s bomb cyclone, which dumped 7 inches across parts of northeastern Georgia, left the Atlanta suburbs with too little accumulation even to make a snowman.
San Francisco and the aforementioned Sun Belt cities are also the five pilot locations of the all-electric autonomous-vehicle company Waymo. That’s no coincidence. “There is no commercial [automated driving] service operating in winter conditions or freezing rain,” Steven Waslander, a University of Toronto robotics professor who leads WinTOR, a research program aimed at extending the seasonality of self-driving cars, told me. “We don’t have it completely solved.”
Snow and freezing rain, in particular, are among the most hazardous driving conditions, and 70% of the U.S. population lives in areas that experience such conditions in winter. But for the same reasons snow and ice are difficult for human drivers — reduced visibility, poor traction, and a greater need to react quickly and instinctively in anticipation of something like black ice or a fishtailing vehicle in an adjacent lane — they’re difficult for machines to manage, too.
The technology that enables self-driving cars to “see” the road and anticipate hazards ahead comes in three varieties. Tesla Autopilot uses cameras, which Tesla CEO Elon Musk has lauded for operating naturally, like a human driver’s eye — but they have the same limitations as a human eye when conditions deteriorate, too.
Lidar, used by Waymo and, soon, Rivian, deploys pulses of light that bounce off objects and return to sensors to create 3D images of the surrounding environment. Lidar struggles in snowy conditions because the sensors also absorb airborne particles, including moisture and flakes. (Not to mention, lidar is up to 32 times more expensive than Tesla’s comparatively simple, inexpensive cameras.) Radar, the third option, isn’t affected by darkness, snow, fog, or rain, using long radio wavelengths that essentially bend around water droplets in the air. But it also has the worst resolution of the bunch — it’s good at detecting cars, but not smaller objects, such as blown tire debris — and typically needs to be used alongside another sensor, like lidar, as it is on Waymo cars.
Driving in the snow is still “definitely out of the domain of the current robotaxis from Waymo or Baidu, and the long-haul trucks are not testing those conditions yet at all,” Waslander said. “But our research has shown that a lot of the winter conditions are reasonably manageable.”
To boot, Waymo is now testing its vehicles in Tokyo and London, with Denver, Colorado, set to become the first true “winter city” for the company. Waymo also has ambitions to expand into New York City, which received nearly 12 inches of snow last week during Winter Storm Fern.
But while scientists are still divided on whether climate change is increasing instances of polar vortices — which push extremely cold Arctic air down into the warmer, moister air over the U.S., resulting in heavy snowfall — we do know that as the planet warms, places that used to freeze solid all winter will go through freeze-thaw-refreeze cycles that make driving more dangerous. Freezing rain, which requires both warm and cold air to form, could also increase in frequency. Variability also means that autonomous vehicles will need to navigate these conditions even in presumed-mild climates such as Georgia.
Snow and ice throw a couple of wrenches at autonomous vehicles. Cars need to be taught how to brake or slow down on slush, soft snow, packed snow, melting snow, ice — every variation of winter road condition. Other drivers and pedestrians also behave differently in snow than in clear weather, which machine learning models must incorporate. The car itself will also behave differently, with traction changing at critical moments, such as when approaching an intersection or crosswalk.
Expanding the datasets (or “experience”) of autonomous vehicles will help solve the problem on the technological side. But reduced sensor accuracy remains a big concern — because you can only react to hazards you can identify in the first place. A crust of ice over a camera or lidar sensor can prevent the equipment from working properly, which is a scary thought when no one’s in the driver’s seat.
As Waslander alluded to, there are a few obvious coping mechanisms for robotaxi and autonomous vehicle makers: You can defrost, thaw, wipe, or apply a coating to a sensor to keep it clear. Or you can choose something altogether different.
Recently, a fourth kind of sensor has entered the market. At CES in January, the company Teradar demonstrated its Summit sensor, which operates in the terahertz band of the electromagnetic spectrum, a “Goldilocks” zone between the visible light used by cameras and the human eye and radar. “We have all the advantages of radar combined with all the advantages of lidar or camera,” Gunnar Juergens, the SVP of product at Teradar, told me. “It means we get into very high resolution, and we have a very high robustness against any weather influence.”
The company, which raised $150 million in a Series B funding round last year, says it is in talks with top U.S. and European automakers, with the goal of making it onto a 2028 model vehicle; Juergens also told me the company imagines possible applications in the defense, agriculture, and health-care spaces. Waslander hadn’t heard of Teradar before I told him about it, but called the technology a “super neat idea” that could prove to be a “really useful sensor” if it is indeed able to capture the advantages of both radar and lidar. “You could imagine replacing both with one unit,” he said.
Still, radar and lidar are well-established technologies with decades of development behind them, and “there’s a reason” automakers rely on them, Waslander told me. Using the terahertz band, “there’s got to be some trade-offs,” he speculated, such as lower measurement accuracy or higher absorption rates. In other words, while Teradar boasts the upsides of both radar and lidar, it may come with some of their downsides, too.
Another point in Teradar’s favor is that it doesn’t use a lens at all — there’s nothing to fog, freeze, or salt over. The sensor could help address a fundamental assumption of autonomy — as Juergen put it, “if you transfer responsibility from the human to a machine, it must be better than a human.” There are “very good solutions on the road,” he went on. “The question is, can they handle every weather or every use case? And the answer is no, they cannot.” Until sensors can demonstrate matching or exceeding human performance in snowy conditions — whether through a combination of lidar, cameras, and radar, or through a new technology such as Teradar’s Summit sensor — this will remain true.
If driving in winter weather can eventually be automated at scale, it could theoretically save thousands of lives. Until then, you might still consider using that empty parking lot nearby to brush up on your brake pumping.
Otherwise, there’s always Phoenix; I’ve heard it’s pleasant this time of year.
Current conditions: After a brief reprieve of temperatures hovering around freezing, the Northeast is bracing for a return to Arctic air and potential snow squalls at the end of the week • Cyclone Fytia’s death toll more than doubled to seven people in Madagascar as flooding continues • Temperatures in Mongolia are plunging below 0 degrees Fahrenheit for the rest of the workweek.
Secretary of the Interior Doug Burgum suggested the Supreme Court could step in to overturn the Trump administration’s unbroken string of losses in all five cases where offshore wind developers challenged its attempts to halt construction on turbines. “I believe President Trump wants to kill the wind industry in America,” Fox Business News host Stuart Varney asked during Burgum’s appearance on Tuesday morning. “How are you going to do that when the courts are blocking it?” Burgum dismissed the rulings by what he called “court judges” who “were all at the district level,” and said “there’s always the possibility to keep moving that up through the chain.” Burgum — who, as my colleague Robinson Meyer noted last month, has been thrust into an ideological crisis over Trump’s actions toward Greenland — went on to reiterate the claims made in a Department of Defense report in December that sought to justify the halt to all construction on offshore turbines on the grounds that their operation could “create radar interference that could represent a tremendous threat off our highly populated northeast coast.” The issue isn’t new. The Obama administration put together a task force in 2011 to examine the problem of “radar clutter” from wind turbines. The Department of Energy found that there were ways to mitigate the issue, and promoted the development of next-generation radar that could see past turbines.
The Trump administration, meanwhile, is facing accusations of violating the Constitution with its orders to keep coal-fired power stations operating past planned retirement. By mandating their coal plants stay open, two electrical cooperatives in Colorado said the Energy Department’s directive “constitutes both a physical taking and a regulatory taking” of property by the government without just compensation or due process, Utility Dive reported.
Back in December, the promise of a bipartisan deal on permitting reform seemed possible as the SPEED Act came up for a vote in the House. At the last minute, however, far-right Republicans and opponents of offshore wind leveraged their votes to win an amendment specifically allowing President Donald Trump to continue his attempts to kill off the projects to build turbines off the Eastern Seaboard. With key Democrats in the Senate telling Heatmap’s Jael Holzman that their support hinged on legislation that did the opposite of that, the SPEED Act stalled out. Now a new bipartisan bill aims to rectify what went wrong. The FREEDOM Act — an acronym for “Fighting for Reliable Energy and Ending Doubt for Open Markets” — would prevent a Republican administration from yanking permits from offshore wind or a Democratic one from going after already-licensed oil and gas projects, while setting new deadlines for agencies to speed up application reviews. I got an advanced copy of the bill Monday night, so you can read the full piece on it here on Heatmap.
One element I didn’t touch on in my story is what the legislation would do for geothermal. Next-generation geothermal giant Fervo Energy pulled off its breakthrough in using fracking technology to harness the Earth’s heat in more places than ever before just after the Biden administration completed work on its landmark clean energy bills. As a result, geothermal lost out on key policy boosts that, for example, the next-generation nuclear industry received. The FREEDOM Act would require the government to hold twice as many lease sales on federal lands for geothermal projects. It would also extend the regulatory shortcuts the oil and gas industry enjoys to geothermal companies.
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Take a look at the above chart. In the United States, new gas power plants are surging to meet soaring electricity demand. At last count, two thirds of projects currently underway haven’t publicly identified which manufacturer is making their gas turbines. With the backlog for turbines now stretching to the end of the decade, Siemens Energy wants to grow its share of booming demand. The German company, which already boasts the second-largest order book in the U.S. market, is investing $1 billion to produce more turbines and grid equipment. “The models need to be trained,” Christian Bruch, the chief executive of Siemens Energy, told The New York Times. “The electricity need is going to be there.”
While most of the spending is set to go through existing plants in Florida and North Carolina, Siemens Energy plans to build a new factory in Mississippi to produce electric switchgear, the equipment that manages power flows on the grid. It’s hardly alone. In September, Mitsubishi announced plans to double its manufacturing capacity for gas turbines over the next two years. After the announcement, the Japanese company’s share price surged. Until then, investors’ willingness to fund manufacturing expansions seemed limited. As Heatmap’s Matthew Zeitlin put it, “Wall Street has been happy to see developers get in line for whatever turbines can be made from the industry’s existing facilities. But what happens when the pressure to build doesn’t come from customers but from competitors?” Siemens just gave its answer.
At his annual budget address in Harrisburg, Pennsylvania Governor Josh Shapiro touted Amazon’s plans to invest $20 billion into building two data center campuses in his state. But he said it’s time for the state to become “selective about the projects that get built here.” To narrow the criteria, he said developers “must bring their own power generation online or fully fund new generation to meet their needs — without driving up costs for homeowners or businesses.” He insisted that data centers conserve more water. “I know Pennsylvanians have real concerns about these data centers and the impact they could have on our communities, our utility bills, and our environment,” he said, according to WHYY. “And so do I.” The Democrat, who is running for reelection, also called on utilities to find ways to slash electricity rates by 20%.
For the first time, every vehicle on Consumer Reports’ list of top picks for the year is a hybrid (or available as one) or an electric vehicle. The magazine cautioned that its endorsement extended to every version of the winning vehicles in each category. “For example, our pick of the Honda Civic means we think the gas-only Civic, the hybrid, and the sporty Si are all excellent. But for some models, we emphasize the version that we think will work best for most people.” But the publication said “the hybrid option is often quieter and more refined at speed, and its improved fuel efficiency usually saves you money in the long term.”
Elon Musk wants to put data centers in space. In an application to the Federal Communications Commission, SpaceX laid out plans to launch a constellation of a million solar-powered data centers to ease the strain the artificial intelligence boom is placing on the Earth’s grids. Each data center, according to E&E News, would be 31 miles long and operate more than 310 miles above the planet’s surface. “By harnessing the Sun’s abundant, clean energy in orbit — cutting emissions, minimizing land disruption, and reducing the overall environmental costs of grid expansion — SpaceX’s proposed system will enable sustainable AI advancement,” the company said in the filing.