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For the first time, the Energy Department is charting how to build new industries from scratch — and preserve America’s energy advantage.
The Biden administration took a major step forward on Tuesday to answering one of the biggest outstanding questions about its climate policy: So, uh, how are you planning on doing all this?
The answer took the form of a new series of reports, running to hundreds of pages in total, that provide the most detailed look yet at how now-experimental energy technologies can be rapidly scaled to meet the needs of the American economy. These reports, dubbed “the Pathways to Commercial Liftoff,” focus on three technologies that will be crucial to decarbonization: clean hydrogen, long-duration energy storage, and advanced nuclear reactors. Another report on capturing and storing carbon pollution is due soon.
The reports, which were written by 13 authors from across the Department of Energy, suggest that that agency has taken a more active role in carrying out the goals of the bipartisan infrastructure law and the Inflation Reduction Act, which together encompass most of President Biden’s legislative climate policy. The department says that it will update the reports every year, potentially creating a living library that will describe — in meticulous detail — the obstacles to creating a cleaner energy future.
“What we’re trying to provide is a sort of stake in the ground,” Melissa Klembara, an author of the report and the director of portfolio strategy at the Department of Energy’s office of clean-energy demonstrations, told me. “What is our vision? What does the private sector need to believe to co-invest? What is it going to take to achieve market lift-off?”
Perhaps above all, the documents underscore the scale — and the difficulty — of the task that the Biden administration has set for itself. The United States is trying to do something with little precedent. Over the next 10 years, the government will spend hundreds of billions of dollars in line with the bipartisan infrastructure law and the Inflation Reduction Act. This influx aims to transform the chemical substrate of the $23 trillion American economy. Today, the burning of fossil fuels — ancient sunlight rendered dense and combustible by time and geology — generates 79% of the country’s energy today; the Biden administration has committed to slashing that share by 2030 and essentially bringing it to zero by 2050.
It plans to do that through what has been widely termed “industrial strategy” — policy that aims to grow a specific part of the economy or develop a new type of technology. But what exactly the Biden administration’s strategy is has remained frustratingly vague. While much of the IRA’s spending will go to uncapped tax credits, the government is also tasked with making tens of billions of dollars of targeted investments to push sectors to decarbonize faster. (In hydrogen alone, for instance, the government can spend up to $25.8 billion on these investments.)
Where will those investments go? Scholars believe that successful industrial policy must generally be tailored to the needs of the industries in question: You can’t grow the telecommunications sector, for example, by building railroads and digging canals. Industrial policy, in other words, is about the specifics. So to spend that money well, policy makers must first get to know the industries they want to help — and then they must spot, in advance, the problems and bottlenecks that will prevent that industry from flourishing.
That’s what these reports are trying to do. They are the most detailed guide yet to how the Biden administration plans to conduct industrial policy for the most advanced — and the most fledgling — energy technologies in its arsenal.
Each of the technologies in the reports could be important in some way to fighting climate change: Nuclear reactors could provide a stable, always-on source of zero-carbon electricity; long-term energy storage will help the lights stay on when the sun isn’t shining and the wind isn’t blowing; and hydrogen will help decarbonize industrial activities — such as making steel, fertilizer, and chemicals; or powering cargo ships and long-haul trucks — that now depend on fossil fuels.
The reports were written after dozens of conversations with private companies and technical experts, Klembara said. The hydrogen report alone involved more than 60 discussions, about half of which were with “capital allocators” — companies, investment managers, and venture capitalists who will decide whether to invest in the sector.
“What we’re really trying to capture with these reports is, what is that common fact base so that we can have that dialogue with the private sector on the path to commercial liftoff,” she said. Then the government “can better understand, too, where [we] can leverage our investments to buy down those risks.”
These problems can be remarkably straightforward: They are the kind of oh-yes-that-seems-obvious issues that arise from starting an industry from scratch. In hydrogen, for instance, the report identifies two big up-and-coming problems: First, hydrogen producers still don’t have good ways to move or store hydrogen once they make it; second, a stable commodity market for hydrogen doesn’t exist. In other words, even if you make clean hydrogen, you won’t necessarily have anyone to sell it to, and even if you do, you might not have any way to get it to them cheaply. (The cost of moving hydrogen often equals the cost of producing it, the study finds.)
Those are problems that, by comparison, the natural-gas industry has solved: Gas drillers can rely on the country’s existing network of pipelines, trucks, storage tanks, and vast salt caverns to move and store gas to where it’s needed; and they can take their gas to the Henry Hub, a de facto national spot market in the fossil fuel, to sell it. If hydrogen is eventually to replace natural gas, it must develop its own version of these networks.
These reports also show how the government is thinking through its own role as a steward of economic growth.
In some ways, they show that the Biden administration — or at least the Energy Department — is becoming more comfortable with America’s distinctive approach to industrial policy. While industrial policy in other countries, such as Germany or Japan, tends to be led by the government or by government-aligned institutions, America has always relied more on the enthusiastic participation — or at least the begrudging acquiescence — of private companies. These reports detail what companies need in order to easily participate in the country’s clean-energy future. (That the consulting firm McKinsey & Co. — the ne plus ultra of American management advice — contributed to the report only drives home its country of origin.)
In that light, the reports are an argument that there’s still work to be done in these sectors — and that the government specifically needs to do it. In the past, American industrial policy hasn’t only relied on companies; it’s taken hold only when lawmakers and officials believed that the market has failed in some crucial way and that private companies cannot manage that failure. These reports — which, again, were written in consultation with the private sector — basically consist of the authors saying: Look at this market failure! Now look at this one! And this one! None of these problems will fix themselves.
But in other ways they may show something else — that America is finally learning how other countries conduct successful industrial policy and copying part of the playbook. As I’ve written before, industrial-policy agencies in Taiwan and South Korea play a key information-gathering role in their national economies: They focus economic activity not only by handing out funding or issuing regulations, but by publishing a common road map that all companies can work from. That’s what the government has done here — and by promising to update these reports on an annual basis, that’s what it’s seemingly going to do going forward.
And crucially, the Department of Energy is going to do the updating. That department has emerged as perhaps the lead actor of America’s industrial policy. That makes sense — it is the agency, after all, with the in-house bank, the national labs, and the technical expertise — but it wasn’t a given; the Environmental Protection Agency, the Department of Commerce, or even the Department of the Treasury might have stepped in. But at the same time, the agency’s new role — and its importance to the government — is somewhat unstable. If the current set of officials were to leave the Energy Department, it’s not clear to me that their replacements would take up these important government functions.
Finally, it’s just a recognition of how weird America’s task is. Although Biden’s economic and climate policies are often categorized as “industrial policy,” they really consist of two different things. In some sectors, such as solar-panel manufacturing, the United States is trying to catch up to China and other low-cost East Asian manufacturers. This is “classic” industrial policy, and it has a long history: Germany, Japan, and South Korea were each able to understand and then match America’s early dominance in making internal-combustion cars, for instance. But in other sectors, the United States is trying to do something subtler than catch up. In hydrogen production or advanced nuclear power, the United States is trying to retain its early technological advantage and turn its head start on R&D and basic science into a fully fledged domestic manufacturing industry that will generate hundreds of thousands of jobs. America isn’t trying to reach the bleeding edge of technology; it’s already there, and it’s trying to push that edge forward as quickly as possible.
That’s the challenge that these reports are responding to, Jonas Nahm, a professor of energy, resources, and environment at the Johns Hopkins School of Advanced International Studies, told me. “This is how you do industrial policy at the technological frontier,” he said. Now we’ll see if the government can follow through.
Editor’s note: A previous version of this article misstated a statistic about fossil fuel energy use. It has been corrected. We regret the error.
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For now at least, USAID’s future looks — literally — dark.
Elon Musk has put the U.S. Agency for International Development through the woodchipper of his de facto department this week in the name of “efficiency.” The move — which began with a Day One executive order by President Trump demanding a review of all U.S. foreign aid that was subsequently handed off to Musk’s Department of Government Efficiency — has resulted in the layoff or furloughing of hundreds of USAID employees, as well as imperiled the health of babies and toddlers receiving medical care in Sudan, the operations of independent media outlets working in or near despotic regimes, and longtime AIDS and malaria prevention campaigns credited with saving some 35 million lives. (The State Department, which has assumed control of the formerly independent agency, has since announced a “confounding waiver process … [to] get lifesaving programs back online,” ProPublica reports.) Chaos and panic reign among USAID employees and the agency’s partner organizations around the globe.
The alarming shifts have also cast enormous uncertainty over the future of USAID’s many clean energy programs, threatening to leave U.S. allies quite literally in the dark. “There are other sources of foreign assistance — the State Department and the Defense Department have different programs — but USAID, this is what they do,” Tom Ellison, the deputy director for the Center for Climate and Security, a nonpartisan think tank, told me. “It is central and not easily replaced.”
In addition to “saving and improving lives around the world in an altruistic sense,” USAID has “a lot of benefits for U.S. national interests and national security,” Ellison went on. Though USAID dates back to the Cold War, its Power Africa initiative launched under President Barack Obama in 2013, and energy investment projects around the world followed. Of its $42.8 billion budget request for 2025, the agency had earmarked $4.1 billion for global infrastructure and investment programs, including energy security and excluding its additional targeted energy investment in Ukraine.
Some of these benefits are immediate and obvious. For example, USAID invested $422 million in new energy infrastructure in Ukraine, including more than a thousand generators and a solar and battery storage project, all to brace against Russia’s weaponized flow of fossil fuels. (USAID was also reviewing the deployment of Musk’s Starlink Satellite Terminals to the Ukrainian government prior to his gutting of the agency, per The Lever.)
But USAID is in the power business for other strategic reasons, too. USAID initiatives such as assisting Georgia and Kosovo in running their first renewable energy auctions help to secure energy stability and independence among countries where Russia is trying to gain sway. By the same token, rural electrification efforts in Africa help the U.S. remain a leader on the continent even as China is looking to make inroads. “China’s infrastructure and assistance programs around the world, like the Belt and Road Initiative — they consider that very explicitly a lever to peel U.S. allies away,” Ellison said. “Russian propagandists are already cheering the potential shutdown of USAID or a cut to their programs, for those reasons.”
Likewise, USAID has also rolled out energy projects in Indonesia, helping to deploy rooftop solar plants at airports and investing $200 million into a geothermal plant and two hydropower plants. Such efforts in the Indo-Pacific “pay dividends in strengthening relationships with allies and partners critical to that competition with China,” the Council on Strategic Risks, the parent institute of the Center for Climate and Security, wrote in a memo Tuesday.
That’s part of what makes the USAID whiplash so severe. Not only is the concern and uncertainty of the agency’s shutdown in complete opposition to the administration’s purported goal of “efficiency,” but Trump’s knee-jerk reaction to anything that suggests the idea of a U.S. handout — much less one that includes programs explicitly addressing “climate change” — runs counter to his stated goals of protecting U.S. troops and national security interests. USAID programs “are very cost-effective investments in terms of being a cent or less on the U.S. taxpayer dollars,” Ellison told me. “They’re paying for themselves over and over again in terms of humanitarian or military spending averted in the future.”
The American Clean Power Association wrote to its members about federal guidance that has been “widely variable and changing quickly.”
Chaos within the Trump administration has all but paralyzed environmental permitting decisions on solar and wind projects in crucial government offices, including sign-offs needed for projects on private lands.
According to an internal memo issued by the American Clean Power Association, the renewables trade association that represents the largest U.S. solar and wind developers, Trump’s Day One executive order putting a 60-day freeze on final decisions for renewable energy projects on federal lands has also ground key pre-decisional work in government offices responsible for wetlands and species protection to a halt. Renewables developers and their representatives in Washington have pressed the government for answers, yet received inconsistent information on its approach to renewables permitting that varies between lower level regional offices.
In other words, despite years of the Republican Party inching slowly toward “all of the above” energy and climate rhetoric that seemed to leave room for renewables, solar and wind developers have so far found themselves at times shut out of the second Trump administration.
ACP’s memo, which is dated February 3 and was sent to its members, states that companies are facing major challenges getting specific sign-offs and guidance from the Army Corps of Engineers, which handles wetlands permits, as well as the Fish and Wildlife Service, our nation’s primary office for endangered species and migratory bird regulation.
Federal environmental protection laws require that large construction projects — even those on state and private lands — seek direction from these agencies before building can commence. Wetlands permitting has long been the job of the Army Corps, which determines whether particularly wet areas are protected under the Clean Water Act. Wetlands have historically been a vector for opponents of large pipelines and mines, as such areas are often co-located with sensitive ecosystems that activists want to preserve.
Fish and Wildlife, meanwhile, often must weigh in on development far from federal acreage because, according to the agency, two-thirds of federally listed species have at least some habitat on private land. FWS also handles the conservation of bird species that migrate between the U.S. and Canada, which are protected under the Migratory Bird Treaty Act. Any changes to federal bird consultation could impact wind developers because turbine blades can kill birds.
Now, apparently, all those important decision-makers are getting harder to read — or even reach. Army Corps district activity has become “widely variable” and is “changing quickly,” per the memo, with at least two districts indicating that for “wind or solar projects” they “will not be issuing any JDs,” meaning jurisdictional determinations for federally protected wetlands — that is, they won’t even say whether federal wetlands are present at a construction site or not. According to the Army Corps, receiving a JD is optional, but it is nevertheless an essential tool for developers trying to avoid future legal problems in the permitting process.
In addition, emails from staff in FWS’ migratory birds protection office now apparently include a “boilerplate notice” that says the office “is unable to communicate with wind facilities regarding permitting at this time.”
Usually, renewables developers just get a simple go-ahead from the government saying that they don’t have wetlands or bird nests present and that therefore work can begin. Or maybe they do have one of those features at the construction site, so guardrails need to be put in place. Either way, this is supposed to be routine stuff unless a project is controversial, like the Keystone XL pipeline or Pebble Mine in Alaska.
It’s not immediately clear how solar and wind developers move forward in this situation if they are building in areas where wetlands or protected species even may be present. Violating wetlands and species protection laws carries legal penalties, and with the Trump administration arranging itself in such an openly hostile fashion against renewables developers, it’s probably not a good idea to break those laws.
Unfortunately for industry, the ACP memo describes a confusing state of affairs. “Written guidance from ACOE [Army Corps of Engineers] to industry has been expected but members have not seen it yet. Actions and communications from regional districts appear to be guided by internal ACOE emails,” the document states. Staffing within the Army Corps is “uncertain” due to questions over whether money from the Inflation Reduction Act — which provided funds to hire permitting personnel — will be “available to continue funding staff positions in some offices,” or whether permitting staff will take the administration’s voluntary resignation offer, which the memo claims “is apparently still actively being pushed on staff with emails.”
Meanwhile, at Fish and Wildlife, ACP’s members “have indicated some staff are still taking phone calls and responding to emails to answer questions, while others are not.”
As with a lot happening in the early era of Trump 2.0, much of the permitting mess is still unclear. We don’t know who is behind these difficulties because there have been no public policy or guidance changes from the Army Corps or Fish and Wildlife. Trump did order agencies to stop issuing “new or renewed approvals” for wind projects shortly after entering office, but the ACP memo describes something altogether different: agency staff potentially refusing to declare whether an approval is even necessary to build on state or private lands.
Another example of how confusing this is? Interior had issued a 60-day pause on final decisions for solar projects, but the Army Corps isn’t under Interior’s control — it’s part of the Defense Department.
It’s also unclear if the contagion of permitting confusion has spread to other agencies, such as the Federal Aviation Administration, which we previously reported must regularly weigh in on wind turbines for aviation safety purposes. As I reported before Inauguration Day, anti-wind activists urged the Trump administration to essentially weaponize environmental laws against wind energy projects.
ACP didn’t respond to a request for comment. I also reached out to the Army Corps of Engineers and Fish and Wildlife Service, so I’ll let you know if and when I hear back from any of them.
It took the market about a week to catch up to the fact that the Chinese artificial intelligence firm DeepSeek had released an open-source AI model that rivaled those from prominent U.S. companies such as OpenAI and Anthropic — and that, most importantly, it had managed to do so much more cheaply and efficiently than its domestic competitors. The news cratered not only tech stocks such as Nvidia, but energy stocks, as well, leading to assumptions that investors thought more-energy efficient AI would reduce energy demand in the sector overall.
But will it really? While some in climate world assumed the same and celebrated the seemingly good news, many venture capitalists, AI proponents, and analysts quickly arrived at essentially the opposite conclusion — that cheaper AI will only lead to greater demand for AI. The resulting unfettered proliferation of the technology across a wide array of industries could thus negate the energy efficiency gains, ultimately leading to a substantial net increase in data center power demand overall.
“With cost destruction comes proliferation,” Susan Su, a climate investor at the venture capital firm Toba Capital, told me. “Plus the fact that it’s open source, I think, is a really, really big deal. It puts the power to expand and to deploy and to proliferate into billions of hands.”
If you’ve seen lots of chitchat about Jevons paradox of late, that’s basically what this line of thinking boils down to. After Microsoft’s CEO Satya Nadella responded to DeepSeek mania by posting the Wikipedia page for this 19th century economic theory on X, many (myself included) got a quick crash course on its origins. The idea is that as technical efficiencies of the Victorian era made burning coal cheaper, demand for — and thus consumption of — coal actually increased.
While this is a distinct possibility in the AI space, it’s by no means a guarantee. “This is very much, I think, an open question,“ energy expert Nat Bullard told me, with regards to whether DeepSeek-type models will spur a reduction or increase in energy demand. “I sort of lean in both directions at once.” Formerly the chief content officer at BloombergNEF and current co-founder of the AI startup Halcyon, a search and information platform for energy professionals, Bullard is personally excited for the greater efficiencies and optionality that new AI models can bring to his business.
But he warns that just because DeepSeek was cheap to train — the company claims it cost about $5.5 million, while domestic models cost hundreds of millions or even billions — doesn’t mean that it’s cheap or energy-efficient to operate. “Training more efficiently does not necessarily mean that you can run it that much more efficiently,” Bullard told me. When a large language model answers a question or provides any type of output, it’s said to be making an “inference.” And as Bullard explains, “That may mean, as we move into an era of more and more inference and not just training, then the [energy] impacts could be rather muted.”
DeepSeek-R1, the name for the model that caused the investor freakout, is also a newer type of LLM that uses more energy in general. Up until literally a few days ago, when OpenAI released o3-mini for free, most casual users were probably interacting with so-called “pretrained” AI models. Fed on gobs of internet text, these LLMs spit out answers based primarily on prediction and pattern recognition. DeepSeek released a model like this, called V3, in September. But last year, more advanced “reasoning” models, which can “think,” in some sense, started blowing up. These models — which include o3-mini, the latest version of Anthropic’s Claude, and the now infamous DeepSeek-R1 — have the ability to try out different strategies to arrive at the correct answer, recognize their mistakes, and improve their outputs, allowing for significant advancements in areas such as math and coding.
But all that artificial reasoning eats up a lot of energy. As Sasha Luccioni, the AI and climate lead at Hugging Face, which makes an open-source platform for AI projects, wrote on LinkedIn, “To set things clear about DeepSeek + sustainability: (it seems that) training is much shorter/cheaper/more efficient than traditional LLMs, *but* inference is longer/more expensive/less efficient because of the chain of thought aspect.” Chain of thought refers to the reasoning process these newer models undertake. Luccioni wrote that she’s currently working to evaluate the energy efficiency of both the DeepSeek V3 and R1 models.
Another factor that could influence energy demand is how fast domestic companies respond to the DeepSeek breakthrough with their own new and improved models. Amy Francetic, co-founder at Buoyant Ventures, doesn’t think we’ll have to wait long. “One effect of DeepSeek is that it will highly motivate all of the large LLMs in the U.S. to go faster,” she told me. And because a lot of the big players are fundamentally constrained by energy availability, she’s crossing her fingers that this means they’ll work smarter, not harder. “Hopefully it causes them to find these similar efficiencies rather than just, you know, pouring more gasoline into a less fuel-efficient vehicle.”
In her recent Substack post, Su described three possible futures when it comes to AI’s role in the clean energy transition. The ideal is that AI demand scales slowly enough that nuclear and renewables scale with it. The least hopeful is that immediate, exponential growth in AI demand leads to a similar expansion of fossil fuels, locking in new dirty infrastructure for decades. “I think that's already been happening,” Su told me. And then there’s the techno-optimist scenario, linked to figures like Sam Altman, which Su doesn’t put much stock in — that AI “drives the energy revolution” by helping to create new energy technologies and efficiencies that more than offset the attendant increase in energy demand.
Which scenario predominates could also depend upon whether greater efficiencies, combined with the adoption of AI by smaller, more shallow-pocketed companies, leads to a change in the scale of data centers. “There’s going to be a lot more people using AI. So maybe that means we don’t need these huge, gigawatt data centers. Maybe we need a lot more smaller, megawatt-size data centers,” Laura Katzman, a principal at Buoyant Ventures, told me. Katzman has conducted research for the firm on data center decarbonization.
Smaller data centers with a subsequently smaller energy footprint could pair well with renewable-powered microgrids, which are less practical and economically feasible for hyperscalers. That could be a big win for solar and wind plus battery storage, Katzman explained, but a boondoggle for companies such as Microsoft, which has famously committed to re-opening Pennsylvania’s Three Mile Island nuclear plant to power its data centers. “Because of DeepSeek, the expected price of compute probably doesn’t justify now turning back on some of these nuclear plants, or these other high-cost energy sources,” Katzman told me.
Lastly, it remains to be seen what nascent applications cheaper models will open up. “If somebody, say, in the Philippines or Vietnam has an interest in applying this to their own decarbonization challenge, what would they come up with?” Bullard pondered. “I don’t yet know what people would do with greater capability and lower costs and a different set of problems to solve for. And that’s really exciting to me.”
But even if the AI pessimists are right, and these newer models don’t make AI ubiquitously useful for applications from new drug discovery to easier regulatory filing, Su told me that in a certain sense, it doesn't matter much. “If there was a possibility that somebody had this type of power, and you could have it too, would you sit on the couch? Or would you arms race them? I think that is going to drive energy demand, irrespective of end utility.”
As Su told me, “I do not think there’s actually a saturation point for this.”