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Plus, Google and Amazon report on what hyperscaling has done to their emissions.

There’s an interesting new report out today from the progressive think tank Groundwork Collaborative that makes a case for how Democrats can harness the artificial intelligence and data center boom to help the power grid — while also cutting costs for electricity customers.
But first, some news. We’ve known for some time now that artificial intelligence is transforming America’s biggest technology companies, turning them into major energy consumers and even quasi-industrial firms. Now we have even more evidence that it’s driving up their carbon emissions, too.
Google and Amazon released their annual sustainability reports yesterday, and both show huge surges in their energy use and climate pollution. Google’s greenhouse gas pollution grew by 18% last year, its largest year-over-year jump on record, and its energy use leapt by 37%. The company’s energy use rose by more than a quarter last year; it now uses roughly 3.5 times as much energy as it did before the pandemic.
Amazon’s climate pollution, meanwhile, increased by more than 16%, surging by the equivalent of more than 10 million metric tons of carbon dioxide. Emissions from its purchased electricity increased 34% since last year. If you feel like you’re seeing more Rivian-made Amazon delivery vans on the road, you’re not wrong: The company claims it deployed an additional 21,000 last year.
What’s driving this surge? The AI boom, of course. “Our AI infrastructure buildout is currently accelerating faster than the grid is decarbonizing,” Kate Brandt, Google’s chief sustainability officer, said in a statement.
What to do about it? That’s what Groundwork’s report is about.
“How do we bring down costs now? How do we bring down costs in the long term? And how can we make those two things mutually reinforcing?” Grayson Flood, the report’s author and a former policy adviser to Representative Alexandria Ocasio-Cortez, told me. “We wanted to be pretty direct about addressing what we see as a broken incentive structure within the system, particularly for interregional transmission.”
The report outlines a few novel ideas about how to lower prices immediately, in part to get through a coming multi-year “crunch,” during which the power grid in some regions will be maximally constrained while utilities work to bring new power plants online:
The report also imagines several policy ideas to help build out the grid. One of them is a Grid Trust Fund, a new federal bank account funded through an excise tax on data centers and other large electricity loads.
The government has often turned to funds like these to support infrastructure that creates a natural monopoly at national scale, Flood said. “The interstate highway is the most notorious example, but you can look at airports, you can look at seaports — they have these types of trust funds. There’s a lot of precedent for this in the tax code, and they tend to be financed with excise taxes on some sort of corresponding usage of the infrastructure.”
Under his scheme, the new excise tax would fall on big power users like data centers or crypto miners that don’t generate many permanent local jobs — in other words, aluminum smelters, steel mills, and semiconductor fabs would be exempt from it. But even just taxing electricity for large loads at 1 or 1.5 cents per kilowatt-hour, he said, could throw off more than $100 billion in a decade. That money could then be used to fund new transmission projects, technical assistance for utilities, ratepayer relief, or economic development.
That trust fund would be partly overseen by a National Power Authority, a new government corporation modeled on the Tennessee Valley Authority or the Energy Department’s existing power marketing administrations. This authority would have limited powers and would be partly inspired by Texas’ successful effort to centrally plan transmission lines in order to expand its electricity market.
The new authority would plan and develop interregional transmission, linking far-flung regions of the country to create new power markets. It would also have the power to build new 24/7 zero-carbon electricity power plants with high up-front capital costs, such as new geothermal projects, offshore wind farms, or nuclear plants.
“People talk about the power grid as a platform,” Flood said. But “right now, the grid is not functioning as a backbone and platform, it’s functioning as a bottleneck.”
The goal of the report, he said, is to ask: “How do we build [the power grid] as a backbone to support the growth of private markets, whether that’s in renewable energy generation, or an AI data center, or a new hospital that’s showing up?”
It’s an interesting document. Many energy wonks have proposed plans to shift some of the costs of expanding the electricity system out of the ratebase — that is, out of customers’ power bills — and onto the tax base, which is funded in a more progressive way. (I recently argued for a national, publicly funded grid buildout in The New York Times.) The new Groundwork report, in essence, tries to reframe those ideas for an era of populist politics — and one in which Americans are suspicious of data centers, as Heatmap’s polling has shown.
In its fusion of populist and pro-growth attitudes, this new set of proposals reminds me of New York City Mayor Zohran Mamdani’s attempt to freeze the rent for some tenants while passing major supply-side reforms allowing new housing construction. That effort has won Mamdani praise from many housing advocates in New York (even as some remain dubious about his de facto rent freeze). Whether that kind of politics works at a national level remains to be seen.
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Electricity companies look like one of the biggest losers of the 2026 midterms.
This is Heatmap Daily, a weekday digest written by our executive editor. Subscribe here.
I’m still wrapping my head around the size and scale of the Democratic victory on Tuesday. I suspect Wall Street is, too. Yesterday, the S&P 500 gained about 1.6% as investors saw an upside in the Democratic blow-out. Today, they lost their nerve: The S&P fell almost 4.4%, and the tech-focused Nasdaq slid by more than 5%. That AI-loaded index is now down more than 10% from its all-time high in October, which means it’s technically entered a “correction.” (If it drops by 20%, it’ll be in a bear market.)
Amid the market carnage, utilities have held out alright. The Vanguard utilities index fell by less than one percent today, and two of the country’s biggest vertically integrated electricity monopolies — Duke and Southern Company — actually gained ground. Other power companies — including Xcel Energy, which serves the Midwest and Dominion Energy in the Southeast — did okay as well.
I find that surprising, because utilities strike me as one of the biggest losers of Tuesday’s election.
That’s partly because utilities showed up in surprisingly specific ways in candidate policy proposals this cycle. Last night, I wrote about how Senate Democratic candidates took a fairly moderate tack on climate and energy policy this year. What I didn’t mention is that Adam Hamilton, Kansas’ newly elected Democratic senator, called out utilities specifically in his proposal for major new transmission. One of his four big energy policy proposals is as follows:
Require competitive bidding processes for transmission projects instead of handing utility companies lucrative contracts at taxpayer expense. When a nearly half-billion-dollar transmission project is handed to a single utility with no competitive bidding, Kansas ratepayers can end up paying far more than they should. Competitive bidding has been shown to cut these costs by twenty to thirty percent. Politicians on both sides of the aisle should speak out against harmful policies that avoid competitive bidding, like the $493 million project that was handed to Evergy.
I mean, sounds great to me, but transmission policy does not normally rank among Democrats’ biggest applause lines. Hamilton’s other energy ideas are far more conventional, including ending Trump’s tariffs, his war on domestic energy projects, and restoring the clean energy tax credits.
Hamilton wasn’t alone in targeting utilities. David Pomerantz, who leads the watchdogging Energy and Policy Institute, has a great blog post today looking at utility politics in the 2026 election. He argues that we’re about to see utilities endure a much tougher oversight regime than they’ve faced in decades.
Why? There was much more attention on public utility regulators in this election than there have been in previous ones, he argues. Historically, public utility commission appointments have been sleepy affairs. But “incoming new governors Amy Acton (Ohio), Jocelyn Benson (Michigan), David Crowley (Wisconsin), Aaron Ford (Nevada), and Hannah Pingree (Maine) all campaigned overtly on a promise to appoint commissioners who would put ratepayers first,” he writes. In a few of those gubernatorial races, the losing Republican candidate had also promised to fire or replace the existing utility commissioners.
It goes beyond just oversight. The incoming governors in Pennsylvania, Iowa, and Maine have all vowed to reform or lower utility profits. Democrats won a majority on Georgia’s public utility commission — and flipped two seats in Arizona’s five-person board — promising to look closely at the utility profit structure, too.
In one state, voters even directly intervened to limit utility action. Michigan’s Proposition 2, which bars regulated utilities from making campaign contributions, passed overwhelmingly with more than 80% of the vote (although it now faces a legal challenge). And more than 100 politicians, including the winning Benson, pledged not to take utility campaign contributions.
Anyway, it’s an interesting post. You might remember I spoke to David last week for Shift Key about how the bipartisan permitting legislation would weaken monopoly utilities. As my colleagues Jael Holzman and Emily Pontecorvo wrote yesterday, Democrats and Republicans are now negotiating a top-down amendment to that permitting package. We’ll soon learn if the new version — which could come out any time in the next two weeks — preserves the same tough-on-utilities provisions that Dave praised.
When it comes to energy and data centers, everyone loves Texas. Its pro-business political consensus, unusually deregulated electricity market, wide-open plains, sunny skies, and large natural gas and oil deposits have attracted data center developers, renewables developers, liquefied natural gas export terminals, and battery storage entrepreneurs alike.
But this all happened under decades of unified Republican control of Texas’ government. That’s ending on January 19, when Gina Hinojosa is sworn in as governor alongside every other holder of statewide elected office who won this year. In Austin, they will join a Democratic majority Texas House of Representatives, which has been under Republican control since 2003.
Immediately following the election, stocks linked to data center development in Texas swooned — Elon Musk’s SpaceX is down 12.5% since Tuesday, data center developer CoreWeave is down almost 19%, Oracle is down 9%, Texas-based independent power producer Vistra is down 19%. Sterling Infrastructure, a civil construction company headquartered outside Houston, has seen its shares fall 32%.
On the campaign trail, Hinojosa called for a moratorium on data centers until the legislature could pass legislation putting guardrails around development, including protecting residential ratepayers from electricity price hikes and giving local communities more leeway to restrict and condition development. Two weeks before election day, she released a video criticizing Governor Greg Abbott’s “Batch Zero” review process — which had been broadly characterized as a “pause” when it was announced over the summer — for allowing new permits, and she said that she would issue a “ban” on all data center approvals until new laws could be passed.
When Abbott introduced his pause over the summer, Texas’s electricity market ERCOT had 474 gigawatts of data center interconnection requests in its queue (almost all from data centers), a figure he said was around five times the electricity market’s peak demand. That review is due to end next month, shortly before Hinojosa is due to take office, leaving little time for new projects to get approved before the moratorium goes into effect.
Some observers and investors took a sanguine view of Hinojosa’s data center policies. Gavin Baker, a longtime investor in SpaceX, said on X that Hinojosa’s policies “sound reasonable” and pointed to an interview she gave saying that the moratorium would be on new permits and would not affect the pipeline of permitted projects.
The data center and energy industry, however, is in wait-and-see mode when it comes to the severity of the moratorium.
“If she was thinking of trying to go after projects that had begun the construction process,” Brandt Vermillion, U.S. research lead at Modo Energy, said, “I think it would change the overall outlook a ton.”
According to Modo Energy analysis, there are some 25 gigawatts worth of projects under construction in Texas, another 4.6 gigawatts permitted, and another 90 gigawatts that are either just announced or have only submitted grid studies. If Hinojosa “is only going after non-permitted projects,” Vermillion added, then anyone thinking about the future path of data center development in Texas should be more concerned about supply chain constraints like obtaining enough chips to power the data centers.
That being said, the Texas legislature’s session doesn’t end until May 2027, meaning that Hinojosa’s pause could last several months before lawmakers put guardrails into law.
“I don’t think we’re going to not build another data center in the state,” Joshua Rhodes, a research scientist at the University of Texas at Austin, told me. “But I think that they’re going to be under quite a bit more scrutiny.”
That being said, analysts are now much more uncertain about the future path of electricity demand in the state. “Texas demand is difficult to project after Gina Hinojosa’s surprise win,” Jefferies analyst Julien Dumoulin-Smith wrote in a note to clients on Thursday.
That means more trouble for developers in Texas, especially for storage projects, which had already been seeing extremely volatile monthly revenue.
“Batteries and energy storage have been counting on demand to go up because they’re having a rough time out there right now in terms of revenues,” Rhodes said. “Demand will have a pretty big impact on supply.”
One thing the battery storage industry, as well as solar and wind developers, can cheer is that Democratic control of the governorship and the state House means that the threat of anti-renewables bills has fallen to essentially zero.
The renewables industry is hoping that data center development does continue in Texas, but that it looks more orderly and grid-connected.
Going forward, Vermillion expects that data center developers will have a harder time getting tax abatements, which means that a “well-capitalized hyperscaler” could potentially still pursue projects.
“Project A that was going to go about development in a certain way of seeking tax abatements and buying a bunch of reciprocating engines and trying to run themselves off grid” is much less likely to be able to go forward in Hinojosa’s Texas, Vermillion told me, especially as she is able to appoint new commissioners to the Texas Public Utility Commission or the Texas Commission on Environmental Quality.
Tim Woodruff, the data center lead at Modo, told me similarly. “In the near term, if you're one of the neo clouds, maybe now you start pushing a little harder on your projects that you have in MISO or in CAISO,” he said.
Invest in Tomorrow Coalition says it took out clean energy adversaries in the midterms. Now it’s setting its sights on 2028.
A pro-renewables Super PAC – Invest in Tomorrow Coalition – is taking a victory lap, claiming it played a key role in the blue wave and announcing plans to be involved in the 2028 presidential primaries.
When I first heard of the Invest in Tomorrow Coalition, it was clearly a revenge operation. Backed by renewables companies and crypto magnate Chris Larsen, the Super PAC waded into primary elections this year to take out Republicans who voted to repeal most of the Inflation Reduction Act. Tom Matzzie, a renewables executive leading the Super PAC, described the organization to me as “focused on accountability for elected officials who decide they want to attack the clean energy industry.” Shortly afterwards, Invest in Tomorrow announced an investment in seven races before ultimately expanding to 18 races.
Now that the dust is settled, Matzzie told me that most of the races they intervened in wound up flipping red to blue: “I think we’re on track to win 12 or 13 of the 18 we invested in. We had seven or eight marquee races and we’re winning the majority of those. We were hopeful we’d get one in a tough district. We didn’t expect to get this many.”
Their favorite trophy is Indiana’s 5th congressional district in the northern Indianapolis region, where Rep. Victoria Spartz lost a historically comfortable GOP seat to J.D. Ford, a Democratic state senator. Matzzie told me the Super PAC invested $2 million in the race to beat Spartz, which he claimed is more than both campaigns spent combined. (My search of FEC records shows that may be true, if you don’t count other outside assistance.)
After Spartz was declared the loser, the Super PAC sent an email blast to the media with a short statement: “Tell Victoria Spartz. We want her to know it was us.”
The Super PAC also claims at least partial responsibility for helping oust Rep. Lauren Boebert of Colorado, who lost by just a few thousand votes. I’m told they invested $1.5 million in the race, including on a digital ad centered around an incident where Boebert was escorted out of a live stage performance of “Beetlejuice.” The ad claimed Boebert couldn’t be trusted around children. It prompted Boebert to do a whole segment bashing the Super PAC while guest hosting former Rep. Matt Gaetz’s One America News show.
“Oh, I love it when they complain about us. I love it when they whine about us. We want them to spread the word to other members of Congress about what we’re doing,” Matzzie told me. “We want to send a message that we will do what is necessary to defeat you in your next election, including getting down in the mud if needed, and we have limits on what we say and won’t say, but it has to be truthful.”
Since it is already time for 2028 discussions, I asked Matzzie if the Super PAC had any ambitions to be involved in the presidential primaries next. Absolutely, he said. First that involvement will look like education. That could look like having pro-renewables voices urging GOP candidates to be more receptive to the sector, whether they be representatives of the business community or landowners with solar on their properties.
“The accountability part of this comes later as people firm up their point of view on what they’re running on and we don’t know what that is yet. We totally invite all of the candidates to be supportive of the clean energy industry if they’re running for president. That is our ideal outcome,” Matzzie said.
But if candidates don’t get the message will they go on the attack against primary candidates? “I have no hesitation about doing it.”