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Defenders of the Inflation Reduction Act have hit on what they hope will be a persuasive argument for why it should stay.

With the fate of the Inflation Reduction Act and its tax credits for building and producing clean energy hanging in the balance, the law’s supporters have increasingly turned to dollars-and-cents arguments in favor of its preservation. Since the election, industry and research groups have put out a handful of reports making the broad argument that in addition to higher greenhouse gas emissions, taking away these tax credits would mean higher electricity bills.
The American Clean Power Association put out a report in December, authored by the consulting firm ICF, arguing that “energy tax credits will drive $1.9 trillion in growth, creating 13.7 million jobs and delivering 4x return on investment.”
The Solar Energy Industries Association followed that up last month with a letter citing an analysis by Aurora Energy Research, which found that undoing the tax credits for wind, solar, and storage would reduce clean energy deployment by 237 gigawatts through 2040 and cost nearly 100,000 jobs, all while raising bills by hundreds of dollars in Texas and New York. (Other groups, including the conservative environmental group ConservAmerica and the Clean Energy Buyers Association have commissioned similar research and come up with similar results.)
And just this week, Energy Innovation, a clean energy research group that had previously published widely cited research arguing that clean energy deployment was not linked to the run-up in retail electricity prices, published a report that found repealing the Inflation Reduction Act would “increase cumulative household energy costs by $32 billion” over the next decade, among other economic impacts.
The tax credits “make clean energy even more economic than it already is, particularly for developers,” explained Energy Innovation senior director Robbie Orvis. “When you add more of those technologies, you bring down the electricity cost significantly,” he said.
Historically, the price of fossil fuels like natural gas and coal have set the wholesale price for electricity. With renewables, however, the operating costs associated with procuring those fuels go away. The fewer of those you have, “the lower the price drops,” Orvis said. Without the tax credits to support the growth and deployment of renewables, the analysis found that annual energy costs per U.S. household would go up some $48 annually by 2030, and $68 by 2035.
These arguments come at a time when retail electricity prices in much of the country have grown substantially. Since December 2019, average retail electricity prices have risen from about $0.13 per kilowatt-hour to almost $0.18, according to the Bureau of Labor Statistics. In Massachusetts and California, rates are over $0.30 a kilowatt-hour, according to the Energy Information Administration. As Energy Innovation researchers have pointed out, states with higher renewable penetration sometimes have higher rates, including California, but often do not, as in South Dakota, where 77% of its electricity comes from renewables.
Retail electricity prices are not solely determined by fuel costs Distribution costs for maintaining the whole electrical system are also a factor. In California, for example, it’s these costs that have driven a spike in rates, as utilities have had to harden their grids against wildfires. Across the whole country, utilities have had to ramp up capital investment in grid equipment as it’s aged, driving up distribution costs, a 2024 Energy Innovation report argued.
A similar analysis by Aurora Energy Research (the one cited by SEIA) that just looked at investment and production tax credits for wind, solar, and batteries found that if they were removed, electricity bills would increase hundreds of dollars per year on average, and by as much as $40 per month in New York and $29 per month in Texas.
One reason the bill impact could be so high, Aurora’s Martin Anderson told me, is that states with aggressive goals for decarbonizing the electricity sector would still have to procure clean energy in a world where its deployment would have gotten more expensive. New York is targeting a target for getting 70% of its electricity from renewable sources by 2030, while Minnesota has a goal for its utilities to sell 55% clean electricity by 2035 and could see its average cost increase by $22 a month. Some of these states may have to resort to purchasing renewable energy certificates to make up the difference as new generation projects in the state become less attractive.
Bills in Texas, on the other hand, would likely go up because wind and solar investment would slow down, meaning that Texans’ large-scale energy consumption would be increasingly met with fossil fuels (Texas has a Renewable Portfolio Standard that it has long since surpassed).
This emphasis from industry and advocacy groups on the dollars and cents of clean energy policy is hardly new — when the House of Representatives passed the (doomed) Waxman-Markey cap and trade bill in 2009, then-Speaker of the House Nancy Pelosi told the House, “Remember these four words for what this legislation means: jobs, jobs, jobs, and jobs.”
More recently, when Democratic Senators Martin Heinrich and Tim Kaine hosted a press conference to press their case for preserving the Inflation Reduction Act, the email that landed in reporters’ inboxes read “Heinrich, Kaine Host Press Conference on Trump’s War on Affordable, American-Made Energy.”
“Trump’s war on the Inflation Reduction Act will kill American jobs, raise costs on families, weaken our economic competitiveness, and erode American global energy dominance,” Heinrich told me in an emailed statement. “Trump should end his destructive crusade on affordable energy and start putting the interests of working people first.”
That the impacts and benefits of the IRA are spread between blue and red states speaks to the political calculation of clean energy proponents, hoping that a bill that subsidized solar panels in Texas, battery factories in Georgia, and battery storage in Southern California could bring about a bipartisan alliance to keep it alive. While Congressional Republicans will be scouring the budget for every last dollar to help fund an extension of the 2017 Tax Cuts and Jobs Act, a group of House Republicans have gone on the record in defense of the IRA’s tax credits.
“There's been so much research on the emissions impact of the IRA over the past few years, but there's been comparatively less research on the economic benefits and the household energy benefits,” Orvis said. “And I think that one thing that's become evident in the last year or so is that household energy costs — inflation, fossil fuel prices — those do seem to be more top of mind for Americans.”
Opinion modeling from Heatmap Pro shows that lower utility bills is the number one perceived benefit of renewables in much of the country. The only counties where it isn’t the number one perceived benefit are known for being extremely wealthy, extremely crunchy, or both: Boulder and Denver in Colorado; Multnomah (a.k.a. Portland) in Oregon; Arlington in Virginia; and Chittenden in Vermont.
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Plus, one big opportunity for climate change.
Anthropic is worried about its ability to power data centers.
While much of the company’s more-than-330-page filing for its planned initial public offering focuses on the mundane (executive compensation) and the extraordinary (“existential risks” are mentioned three times), considerable space is devoted to the problems of power.
The word “energy” appears 14 times in the section of the document laying out risks to Anthropic’s business, while “climate” or “climate change” is mentioned four times.
The overarching concern the company has is that it might not get enough power for data centers running its large language models. “Delays in securing energy, water, and other critical services for these facilities could further slow the pace at which newly commissioned compute becomes available for use,” is one representative sample from its risk factors section. The document later notes that “our business may face increased scrutiny related to these activities … including from the investment community and the local communities in which we operate,” in a later section on environmental, social, and governance standards.
Anthropic is also concerned with the pace of the energy infrastructure build-out more generally, noting “the construction of the generation and transmission infrastructure on which we depend is itself capital-intensive and exposed to labor shortages, supply chain disruptions, permitting delays, changes in interest rates, tariffs, other cost overruns, and financing constraints.” These concerns will be familiar to anyone following the debate in Washington, D.C., over permitting reform, which is also centered on making transmission easier and cheaper to build.
Later in the document, Anthropic writes that electricity policy is both highly varied across the country — “Grid-tied electrical supply, for instance, is subject to the jurisdiction of federal and state energy regulators, regional grid operators, and public utility commissions” — and also evolving, noting specifically that “environmental standards applicable to power generation continue to evolve, including as a result of changing governmental priorities and shifting public and political views regarding climate change and the appropriate treatment of various power generation sources.”
The risk of these policies is that they could result in “failure to secure access to adequate electrical power,” which could then “adversely affect our cost structure and limit our ability to scale our compute infrastructure, develop and deploy our models, and service our customers.”
Anthropic also acknowledges energy can be quite expensive, writing that costs are “largely outside of our control” and can “rise sharply during periods of peak demand or constrained supply, and such increases in energy costs could adversely affect our results of operations.”
Anthropic is the charter member of an industry group, along with Nvidia and Google, to promote and enable demand flexibility, which would reduce peak demand — and thus bring down electricity prices and alleviate the need for additional new infrastructure — by having data centers draw down their power usage when demand was at its highest. The company notes that it has also signed on to “voluntary commitments to offset the impact of our data center energy consumption on local communities and electricity ratepayers.” Already, the document says, “these commitments have increased, and we expect will continue to increase, our operating costs.”
And while the document has little to say about climate change per se and even less about sustainability and renewables, it does note that “the physical effects of climate change may increase our operating costs over time, as higher average temperatures can increase the power consumption and water usage required to cool equipment at the facilities on which we depend.”
Climate change also acts as an amplifier for potential disasters that could affect the company. “The impact of climate change may increase these risks,” the company says of “war, terrorist attacks, and other acts of political violence, or any significant natural disaster, such as an earthquake, fire, hurricane, tornado, flood, or significant power outage.”
Specifically, Anthropic calls out climate-related risk specific to the Bay Area, where it is headquartered. Or, as it bloodlessly describes it, “a region known for seismic activity and increasingly for the threat of fires.”
Otherwise, climate change and sustainability policy is largely seen as a regulatory and cost burden. For example, “regulations relating to [environmental, social, and governance] matters, including environmental sustainability and climate change, are under consideration, being adopted, or being rolled back or revised, which may impact our necessary disclosures and increase compliance costs,” and “sustainability initiatives, goals, or commitments could be difficult to achieve or costly to implement.”
It notes a variety of California, European Union, and United Kingdom climate disclosure laws “will require the dedication of significant time and resources” while also observing that “across the United States ... enacted or proposed ‘anti-ESG’ policies or legislation or have issued related legal opinions,” which could “expose any sustainability, employment, governance, or other corporate practices we adopt to the risk of litigation, antitrust investigations or challenges by federal or state authorities, and result in injunctions, penalties, and reputational harm.”
The document is far less detailed about what Anthropic and its products could do to alleviate or prevent climate change and its effects. This is not surprising for a regulatory filing concerned with disclosing corporate information and outlining risks to investors — but the filing is also supposed to explain the business opportunities it sees as well. In that regard, climate is relegated to a laundry list of potential scientific projects Anthropic’s products could be helpful with. “Claude is also being applied to pressing global problems in scientific research, drug discovery, education, and climate analysis,” it writes.
If its S-1 is any indication, there will be a lot of work to do.
Current conditions: Typhoon Champi swept past Taiwan, leaving one dead and 500 injured as the weakened storm slams into South Korea and Japan • Hurricane Vance is churning off Mexico, bombarding the coast with waves up to 13 feet tall • Tropical Storm In-Fa could strengthen into a powerful storm as it heads toward the Northern Mariana Islands, a U.S. territory.
Brazilian President Luiz Inácio Lula da Silva has secured an unprecedented fourth term, winning 51% of votes in Sunday’s run-off election with far-right challenger Flávio Bolsonaro. The photogenic son of the imprisoned former president Lula defeated in 2022, Bolsonaro, 45, had promised to cut taxes, slash government spending on things like environmental enforcement, and bring South America’s largest economy in closer alignment with President Donald Trump. His message, which resonated in the Amazon’s frontier boomtowns, secured Bolsonaro more votes in the first round of the election on October 4. Lula’s win makes history twice over. He’s the first since democracy returned to Brazil in 1988 to pull ahead and defeat the first-round winner in the runoff. He’s also the first president elected to four terms, with his first two served between 2003 and 2011. On energy, the differences between the candidates are primarily over the role of government in the market, with the conservative Bolsonaro advocating more privatization and Lula seeking to strengthen the role of state-backed enterprises in generating income for the government and carrying out industrial policy.
On actual energy technologies, however, the discrepancy is relatively small, at least compared to the partisan divides in U.S. politics. Brazil’s grid is overwhelmingly clean, powered primarily by hydroelectricity. And Lula, an octogenarian leftist, has ramped up production of oil and gas through Brazil’s state-backed Petrobras. Lula’s signature since he first won the presidency in 2002 has been growing the economy and shrinking poverty while reducing deforestation of the Amazon. Bolsonaro, by contrast, had promised to strip away protections for the world’s largest tropical rainforest. The Amazon is currently seeing a surge of fires as ranchers look to clear woodlands to make way for more cattle pastures. Folha de S.Paulo, Brazil’s newspaper of record, wrote that Trump would now be Lula’s chief foreign challenge.

Brazil’s election wasn’t the only political earthquake on Sunday. Serbian voters booted out former President Aleksandar Vučić, a pro-Russian figure widely described as a “strongman” in the Western press, in a student-led movement that the Associated Press said heralded a “seismic shift” in the Balkan country’s politics. The victorious Student List party had formed adjacent to protests against what would have been Europe’s largest lithium mine, Rio Tinto’s so-called Jadar. Amid increasingly fierce protests, the Anglo-Australian mining giant mothballed the project last year. Vučić had championed the mine as a way to improve his country’s ties to the West as European battery makers look for sources of the metal outside of China. His defeat signals little hope of the project’s return. Serbia’s other energy megaproject, its planned first nuclear power station, now faces new uncertainty. The Student List has not, from what I can tell, made any statements for or against atomic energy. But the previous government had been in talks with Russia’s Rosatom and the Chinese government to build its first reactors. That decision on whether and with whom to move forward on the plant will now fall to the new government.
Helium may seem like a pretty casual commodity, the sort of thing you can buy a tank of in Costco to fill party balloons. But the gas, which has the lowest boiling point of any element, has a wide range of industrial applications. It’s used to make semiconductors, as a tool to detect leaks in natural gas pipelines, and as a coolant in a next-generation class of high temperature gas-cooled nuclear reactors. Now the Department of Energy has anointed helium with a special strategic status. On Friday, the agency designated helium as the latest critical material, a key step toward directing more federal funding toward domestic production of the gas. The U.S. is already among the top three suppliers of helium in the world. But global supplies took a hit this year when Iran closed off the Strait of Hormuz, preventing Qatar’s vast helium exports from reaching the market. “Helium is essential to producing the semiconductors and advanced technologies that power our economy,” Secretary of Energy Chris Wright said in a statement. “By designating helium as a critical material, we are taking another step toward securing our supply chains, creating American jobs, and ensuring the United States leads the world in energy and technological innovation.”
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The Russian energy giant Novatek is “secretly controlling” Polar Train LNG, the Trump-linked company developing a liquified natural gas export terminal on Alaska’s North Slope, the Financial Times reported. The venture — launched in March by Gentry Beach, an investor with ties to the Trump family, to repurpose work the Russians had done on a facility in Alaska — had “featured in high-level negotiations between Washington and Moscow over potential business deals that could help secure an end to Russia’s war in Ukraine,” the newspaper reported. Polar has been awaiting permission from the Trump administration to circumvent U.S. sanctions to negotiate with Russia. Now Polar LNG’s American chief executive, Joel Riddle, told the FT “that he discovered Novatek was already financing the venture and directing operations before the necessary approvals were obtained.” He resigned from his post last month, along with most of the executive leadership team. “I resigned as chief executive of Polar LNG because I felt uncomfortable that the Russian company Novatek was financing and ultimately controlling the strategic direction of the company,” Riddle said. “Building an LNG facility in Alaska is a very strategic project for the U.S. and as a patriot I feel this needs to be developed using US technology and funded by U.S. investors, not a Russian company.”
Unlike other kinds of intermittent renewable power sources, tidal energy promises almost guaranteed predictability. The problem, however, is that it’s geographically limited. A lot of the most advanced projects attempting to make the technology work are in Canada or Europe. Yet renewable technologies have, in recent decades, found commercial viability after sorting out the details of their hardware in Asia. That’s what makes tidal energy developer Minesto’s project in Indonesia so interesting. It’s in one of Asia’s fastest-growing economies, with an archipelagic geography that offers a lot of potential for tidal. Last week, the trade magazine International Water Power & Dam Construction reported that the company had been chosen to participate in the Sweden-Indonesia Sustainability Partnership, a Swedish government-backed program backing clean energy projects in Indonesia. “Indonesia has significant untapped potential in ocean and hydropower resources, which can play an important role in diversifying the country’s renewable energy mix,” said Johan Lennefalk, the acting country manager for Indonesia at Business Sweden, the government agency that promotes Swedish companies overseas. “Minesto’s technology offers a particularly promising solution by harnessing tidal currents that have previously been difficult to utilise, providing predictable renewable electricity that complements other hydropower and ocean energy solutions.”
Remember when solar panels were exclusively large, rooftop rigs? The commodification of the solar panel in recent years has begun making photovoltaics almost ubiquitous, a reality set to expand as more countries legalize plug-in solar that can work on a balcony like a satellite dish. Chinese panels are now so cheap that Europeans have started using them to build garden fences. Now, in Nigeria, solar panels are the must-have wedding gift du jour. Bloomberg reports that solar panels, batteries, and inverters “are turning up on wedding registries, alongside more traditional gifts such as bed linen and microwaves.”
Talking with Leah Qusba, the CEO of GoodPower.
This week’s conversation is with Leah Qusba, CEO of GoodPower, which recently released a survey experiment you need to read. Conducted with Data for Progress, the project, published Monday, takes a unique approach to asking people why they opposed data centers for artificial intelligence and whether constructing renewable energy instead of gas power moves the needle at all in their support for AI infrastructure near them. Instead of just asking polling questions, they posed various hypothetical project designs to people — and the results were eye-popping. Turning to solar instead of gas? Might not be a panacea for gaining approval at the local level. Protecting electricity rates from going sky-high? Now that’s a way to get buy-in.
The following conversation was lightly edited for clarity.
Before we jump into the survey, is the data center boom changing the trajectory for renewable energy development in the U.S.?
If you look back over the last decade and a half, the largest global procurer of decarbonized electricity has been the Big Tech industry. I think we’re still seeing the trendlines of that today. The speed and scale of data center development is driving a lot of incremental clean energy growth.
I think we’re really at a crossroads right now because of the speed to meet rising demand and because, as people are scrambling to find electrons, commitments previously around purchasing and procuring decarbonized electricity have slid a little bit. We’ve seen proposals over the last six months or so have roughly doubled for combined cycle gas. We’re at this crossroads: Are we going to leverage this moment to drive incremental clean and protect ratepayers in the process? That’s the only way we’re going to be able to build this infrastructure.
Or are we going to go another path where we’re locking in decades of combined cycle gas?
I think voters across the political spectrum think this is a very important issue, and people are thinking about this as we move closer to November.
Walk my readers through the survey experiment you ran with Data for Progress.
The impetus was that we wanted to demonstrate to any stakeholder in the world — a data center developer, a household concerned with their rising electricity bills, policymakers trying to meet this new energy moment — what Americans want, which is guarantees from data centers that their electric bills won’t increase. They want strong electricity grid upgrades. They want home energy upgrades like rooftop solar, heat pumps, storage systems, or battery walls.
We wanted to make the case. We’ve seen surveys recently that if you say you’ll power them with renewable energy, favorability will increase. We wanted to go a step further and set up an experiment to see the difference between what people say they’ll do and what they’ll actually do. Often there’s a difference when they’re faced with a real-life situation. Even when renewable energy support is high — even Republicans favor large-scale solar — then why do we have NIMBYism? Why do we have public opposition? Why are projects being phased out or canceled entirely because of protests? That’s because of a gap between what people say they’ll do and what they’ll actually do.
The first part of the experiment was a typical poll asking people how they felt and measuring what they said they would do. What people indicated was similar to other polls circulated widely and picked up by the press, that when you say a data center is powered by solar, people say they’ll be more favorable. But then we put them in a setting where we told them a data center in their community was going to be powered by either gas or renewables, and we had other treatment conditions that would be manipulated. We told them, for example, that there would be a rate-binding guarantee, that 100% of their costs would be paid for by the data center and their electricity rates would not go up. We also gave them conditions where they’d get residential solutions.
When we compared what people said they would do with what they actually would do, what we found was pretty definitive. Really, Americans indicated a strong preference that data center developers guarantee stable electricity rates or provide them with meaningful residential or community benefits. Those are really the only two things in a real-life situation that moved support for data centers.
What we didn’t see, actually, is that renewable energy powering the data centers alone was enough. It didn’t have enough statistical significance to improve data centers’ support on its own.
Now, connecting the solar to stable electricity rates or ratepayer protections, that’s helpful. Could we do that? Absolutely, and that’s a strong recommendation to think about centering communities because they want affordability. But the technology alone — solar versus gas — had a null effect.
It’s great to talk about solar, especially because there’s high favorability for solar. Connecting affordability to clean energy is a great strategy, and we hope tech companies take this to heart! The only way we’re going to build social permission for these technologies is to do it in a community-centric way that guarantees rates won’t increase and guarantees community benefits. We want to make sure people ask for all this in negotiations and that policymakers think about all this, especially federally as we think about permitting reform.
What’s the relationship to permitting reform?
I think it’s important that it preserves maximum ratepayer protections and large load tariffs. Thinking about that, as well as bringing-your-own-clean-energy, or BYONCE, is in great parallel with the findings. If we can deliver that through federal legislation, it’s something that would be supported by the data we gathered through this experiment.
Why was there no statistically significant difference between solar and gas?
I don’t think it’s a question of why people were agnostic about technology. I think it all just boils down to pocketbook-kitchen-table issues. We live in a cost of living crisis where upwards of 65% of Americans live paycheck to paycheck. The cost of everything from gas prices at the pump to groceries … When we look at the data and inflation and what it takes to build a home, its very clear the message the American electorate is sending is that affordability is the queen issue right now.
Until we meet demand in a community centered way and a ratepayer centered way, with maximum ratepayer protections and large load tariffs for these companies, we’re going to see incredible polarization across America where these data centers are being built.
What’s next, from a research perspective?
I think there were a few surprising things we found in the data we want to dig into.
For example, there’s been talk of spillover opposition — that by associating solar with data centers, we might pollute public opinion around solar. We actually asked questions in the survey experiment about this and so far, solar hasn’t been tarnished by data centers. It showed zero spillover. It does not drag down favorability for solar.
We also found that Americans trust renewable energy developers second only to consumer watchdogs, which we found to be fascinating. By contrast, they trust data center developers the least. In other words, choose to pay for a decarbonized electron if you can because associating yourself with clean, fast-to-power electrons has a true positive association there. It’s in the data.
One last one: Artificial intelligence and public opinion about AI was the top driver of opposition to data centers. It was feelings about AI as a technology superseding personal ideology and backgrounds, even if they cared about climate change. Skepticism about AI and data centers isn’t a partisan issue. Anti-AI sentiment sits evenly across Democrats, Republicans, and independents alike.