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There’s a lot of metal sitting at the bottom of the ocean. A single swath of seabed in the eastern Pacific holds enough nickel, cobalt and manganese to electrify America’s passenger vehicle fleet several times over. But whether to mine this trove for the energy transition is an open question — one that’s sparked many an internecine feud among environmentalists.
Most of the seabed in question falls beyond the jurisdiction of any one country. This area, the High Seas, covers a whopping 43% of Earth’s surface. And one group decides whether (and how) to mine it: the International Seabed Authority. Created by the United Nations, the ISA counts 168 nations among its members.
This month, ISA policymakers are meeting in Jamaica to hash out the rules of the road for a future seabed mining industry. They’ll debate everything from environmental protection to financial regulation of mining companies.
ISA members include every major economy with an ocean coastline — except the United States.
The U.S. has yet to ratify the global treaty that chartered the ISA back in 1982. That leaves America sidelined as ISA member countries decide on such matters as the fate of the global ocean and the pace of the energy transition. You know, small stuff.
Senator Lisa Murkowski, a Republican from Alaska, has been leading a lonely, decade-long quest to convince Senate Republicans to abandon their long-held skepticism of the ISA. “Our hands are tied behind our backs,” Murkowski told me. She argues the U.S. has lost the reins on some of the biggest questions surrounding critical minerals sourcing. “When it comes to the ISA, it’s China that is determining the rules. That’s not a good place for us to be.”
A new, bipartisan resolution in the Senate could finally give the U.S. a full seat at the global table in seabed mining negotiations. The legislation faces an uphill climb but, if passed, could allow the Biden administration to take victory laps on two of its ostensible priorities: ocean conservation and decoupling from China-controlled supply chains of critical minerals.
Marine experts affectionately dub the United Nations Convention on the Law of the Sea the constitution for the oceans. The treaty sets ground rules for all manner of seafaring activity on the High Seas, including transit, fishing, and cable laying. And despite that there was no deep seabed mining happening at the time (there still isn’t, yet), UNCLOS was clear about who owns all that metal under the sea.
“It’s everyone’s property,” Andrew Thaler, a deep-sea ecologist and CEO of the marine consultancy Blackbeard Biologic, told me. “It codifies the idea that this is a shared resource among all of humanity,” said Thaler. “And it has to be managed as such.”
Lofty ideals, with practical implications. Under UNCLOS, a country cannot unilaterally decide to plunder seabed resources for its sole benefit. To mine the ocean floor, nations and private companies must receive various permissions from the ISA, where decisions are often made by consensus or supermajority vote among member countries. Mining operations must also pay royalties to every ISA member for the privilege of accessing (and degrading) humankind’s shared resource.
In Thaler’s assessment, it’s all very egalitarian. “UNCLOS is an incredibly progressive piece of international diplomacy,” he said.
Which helps explain why the U.S. never ratified it.
Ronald Reagan occupied the Oval Office in 1982 when the vast majority of nations voted to adopt UNCLOS. He wasn’t keen on the treaty’s “common heritage” principle and didn’t want to have to deal with the rest of the world. As the New York Times reported, “the United States, possessing some of the most advanced technology and the most resources to be developed, was unhappy at the prospect of having to share seabed mining decision-making with smaller, often third-world countries.”
The irony here is that Reagan essentially ceded decision-making to those “often third-world countries” by keeping the U.S. out of the treaty. To this day, the U.S. is relegated to observer status at ISA negotiations, the same standing enjoyed by non-governmental organizations like Greenpeace and the International Cable Protection Committee.
The U.S. sends State Department officials to the ISA to follow along the debate and occasionally make statements. But America’s delegation cannot vote on important matters and, crucially, cannot sit on the ISA Council, a subset of ISA members currently drafting comprehensive regulations to govern the financial and environmental aspects of a prospective seabed mining industry. (That all-important rulebook is known as the Mining Code.)
UNCLOS members updated the treaty in 1994 to “guarantee the U.S. a seat on the ISA Council if it ratifies,” among other things, Pradeep Singh, an ocean governance expert at the Research Institute for Sustainability, told me. The U.S. itself played a “pivotal role” in negotiating such favorable terms, said Singh, “but ultimately they still did not ratify.”
Following Reagan’s lead, Republicans have typically remained skeptical of UNCLOS, while Democrats — including the Biden administration—have supported it.
“We ought to join the Law of the Sea,” Jose Fernandez, President Biden’s Under Secretary of State for Economic Growth, Energy, and the Environment, told me. “We are the only major economy that’s not a member. It hurts our interests.”
Fernandez noted that the Biden administration has neither endorsed nor condemned seabed mining as a source of minerals for the energy transition (“Let’s just say we’re taking a precautionary approach”), but that ratifying UNCLOS would allow the U.S. to better advocate for strong environmental protections and other provisions in the ISA’s mining code.
Inevitably, seabed mining will impact deep-sea ecosystems that scientists are just beginning to map and explore. Research indicates that mining could also interfere with seabed carbon storage and fish migration — and that land-based mineral reserves are sufficient to meet the needs of the energy transition.
Supporters of seabed mining counter that relying on terrestrial minerals alone could perpetuate the environmental and social harms long associated with mining on land, including deforestation, tainted water supplies, forced relocation of mine-adjacent communities, and child labor. They also say it could reduce the cost of acquiring minerals and thus speed the deployment of low-carbon energy systems, although the overall cost of extracting metal has not yet been demonstrated as, again, no one is currently doing it.
Ratifying UNCLOS would require a two- thirds majority vote in the Senate — a towering hurdle in the polarized chamber. But new momentum is building, thanks to a rare unifying force lurking across the Pacific Ocean.
China holds five separate ISA licenses to explore for seabed minerals. That’s more than any other country. (The U.S. cannot obtain such licenses because it is not an ISA member.) Beijing is also pouring R&D money into deep-sea technology.
This is all of concern to U.S. lawmakers looking to friendshore America’s mineral supply chains, which China already dominates. House Republicans introduced a bill earlier this month to develop a U.S.-based seabed mining industry. The brief seven-page document mentions China on four separate occasions.
Among the concerned lawmakers in the Senate is Murkowski. She’s long pushed for UNCLOS ratification over the isolationist objections of her fellow Republicans. But Murkowski sees opposition dissolving amid worries over China’s maritime activity.
“I’ve been working on this issue for a decade plus, and I’ve never been in a Congress where there are more that are engaged on this issue from both sides of the aisle,” said Murkowski.
Mining firms aiming to process their seabed haul on U.S. soil are hyping the China concern, too.
Also earlier this month, a group of more than 300 former U.S. political and military leaders sent a letter to the Senate Committee on Foreign Relations urging UNCLOS ratification. Signatories included former Secretary of State Hillary Clinton and three former U.S. Secretaries of Defense.
Murkowski hopes to line up enough support for UNCLOS ratification in the Senate to bring the issue to a vote next year, and the resolution currently sits with the Senate Committee on Foreign Relations. “I feel very confident about the momentum we have right now,” Murkowski said.
As UNCLOS gains political traction in the U.S., calls for a cautionary approach to seabed mining have grown louder the world over.
More than 800 marine experts have urged a pause on the controversial industry, citing uncertain environmental impacts and risks to ocean biodiversity. At least 25 national governments have echoed those calls at the ISA. Some manufacturers—including BMW, Volvo, Volkswagen, Rivian, Renault, Google and Samsung—have pledged to forgo ocean-mined minerals in their products.
A shift in electric vehicle technology adds another wrinkle to the debate. A growing share of EV batteries sold globally don’t include any nickel or cobalt — two metals found in abundance on the ocean floor — which complicates the business case for seabed mining.
Compared to traditional nickel-manganese-cobalt batteries, these increasingly popular lithium-iron-phosphate batteries are cheaper but provide lower energy density (i.e. range). Consumers in China, the world’s largest EV market, seem willing to accept that tradeoff. But even with a slipping market share, nickel-manganese-cobalt batteries and their constituent elements could see absolute demand grow as the global EV industry booms.
In the name of the energy transition, some countries such as Norway and the Cook Islands have gone ahead and greenlit mineral exploration in the Exclusive Economic Zones off their own coastlines,.
The debate reached a fever pitch over the summer when The Metals Company, a Canadian firm, announced plans to apply for the world’s first ever commercial mining license on the High Seas; it’s partnering with the government of Nauru on the application.
Meanwhile, the ISA is unlikely to adopt a final mining code before The Metals Company submits its application, which is expected as soon as August — a timing mismatch that could throw the seabed mining debate into chaos. (The ISA Council has signaled it would not support the approval of a mining application until regulations are finalized.)
All the while, the U.S. will be watching. And unless the Senate ratifies UNCLOS, it won’t be doing much else.
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Citrine Informatics has been applying machine learning to materials discovery for years. Now more advanced models are giving the tech a big boost.
When ChatGPT launched three years ago, it became abundantly clear that the power of generative artificial intelligence had the capacity to extend far beyond clever chatbots. Companies raised huge amounts of funding based on the idea that this new, more powerful AI could solve fundamental problems in science and medicine — design new proteins, discover breakthrough drugs, or invent new battery chemistries.
Citrine Informatics, however, has largely kept its head down. The startup was founded long before the AI boom, back in 2013, with the intention of using simple old machine learning to speed up the development of more advanced, sustainable materials. These days Citrine is doing the same thing, but with neural networks and transformers, the architecture that undergirds the generative AI revolution.
“The technology transition we’re going through right now is pretty massive,” Greg Mulholland, Citrine’s founder and CEO, told me. “But the core underlying goal of the company is still the same: help scientists identify the experiments that will get them to their material outcome as fast as possible.”
Rather than developing its own novel materials, Citrine operates on a software-as-a-service model, selling its platform to companies including Rolls-Royce, EMD Electronics, and chemicals giant LyondellBassell. While a SaaS product may be less glamorous than independently discovering a breakthrough compound that enables something like a room-temperature superconductor or an ultra-high-density battery, Citrine’s approach has already surfaced commercially relevant materials across a variety of sectors, while the boldest promises of generative AI for science remain distant dreams.
“You can think of it as science versus engineering,” Mulholland told me. “A lot of science is being done. Citrine is definitely the best in kind of taking it to the engineering level and coming to a product outcome rather than a scientific discovery.” Citrine has helped to develop everything from bio-based lotion ingredients to replace petrochemical-derived ones, to plastic-free detergents, to more sustainable fire-resistant home insulation, to PFAS-free food packaging, to UV-resistant paints.
On Wednesday, the company unveiled two new platform capabilities that it says will take its approach to the next level. The first is essentially an advanced LLM-powered filing system that organizes and structures unwieldy materials and chemicals datasets from across a company. The second is an AI framework informed by an extensive repository of chemistry, physics, and materials knowledge. It can ingest a company’s existing data, and, even if the overall volume is small, use it to create a list of hundreds of potential new materials optimized for factors such as sustainability, durability, weight, manufacturability, or whatever other outcomes the company is targeting.
The platform is neither purely generative nor purely predictive. Instead, Mulholland explained, companies can choose to use Citrine’s tools “in a more generative mode” if they want to explore broadly and open up the field of possible materials discoveries, or in a more “optimized” mode that stays narrowly focused on the parameters they set. “What we find is you need a healthy blend of the two,” he told me.
The novel compounds the model spits out still need to be synthesized and tested by humans. “What I tell people is, any plane made of materials designed exclusively by Citrine and never tested is not a plane I’m getting on,” Mulholland told me. The goal isn’t to achieve perfection right out of the lab, but rather to optimize the experiments companies end up having to do. “We still need to prove materials in the real world, because the real world will complicate it.”
Indeed it will. For one thing, while AI is capable of churning out millions of hypothetical materials — as a tool developed by Google DeepMind did in 2023 — materials scientists have since shown that many are just variants of known compounds, while others are unstable, unable to be synthesized, or otherwise irrelevant under real world conditions.
Such failures likely stem, in part, from another common limitation of AI models trained solely on publicly available materials and chemicals data: Academic research tends to report only successful outcomes, omitting data on what didn’t work and which compounds weren’t viable. That can lead models to be overly optimistic about the magnitude and potential of possible materials solutions and generate unrealistic “discoveries” that may have already been tested and rejected.
Because Citrine’s platform is deployed within customer organizations, it can largely sidestep this problem by tuning its model on niche, proprietary datasets. These datasets are small when compared with the vast public repositories used to train Citrine’s base model, but the granular information they contain about prior experiments — both successes and failures — has proven critical to bringing new discoveries to market.
While the holy grail for materials science may be a model trained on all the world’s relevant data — public and private, positive and negative — at this point that’s just a fantasy, one of Citrine’s investors, Mark Cupta of Prelude Ventures, told me over email. “It’s hard to get buy-in from the entire material development world to make an open-source model that pulls in data from across the field.”
Citrine’s last raise, which Prelude co-led, came at the very beginning of 2023, as the AI wave was still gathering momentum. But Mulholland said there’s no rush to raise additional capital — in fact, he expects Citrine to turn a profit in the next year or so.
That milestone would strongly validate the company’s strategy, which banks on steady revenue from its subscription-based model to compensate for the fact that it doesn’t own the intellectual property for the materials it helps develop. While Mulholland told me that many players in this space are trying to “invent new materials and patent them and try to sell them like drugs,” Citrine is able to “invent things much more quickly, in a more realistic way than the pie in the sky, hoping for a Nobel Prize [approach].”
Citrine is also careful to assure that its model accounts for real world constraints such as regulations and production bottlenecks. Say a materials company is creating an aluminum alloy for an automaker, Mulholland explained — it might be critical to stay within certain elemental bounds. If the company were to add in novel elements, the automaker would likely want to put its new compound through a rigorous testing process, which would be annoying if it’s looking to get to market as quickly as possible. Better, perhaps, to tinker around the edges of what’s well understood.
In fact, Mulholland told me it’s often these marginal improvements that initially bring customers into the fold, convincing them that this whole AI-for-materials thing is more than just hype. “The first project is almost always like, make the adhesive a little bit stickier — because that’s a good way to prove to these skeptical scientists that AI is real and here to stay,” he said. “And then they use that as justification to invest further and further back in their product development pipeline, such that their whole product portfolio can be optimized by AI.”
Overall, the company says that its new framework can speed up materials development by 80%. So while Mulholland and Citrine overall may not be going for the Nobel in Chemistry, don’t doubt for a second that they’re trying to lead a fundamental shift in the way consumer products are designed.
“I’m as bullish as I can possibly be on AI in science,” Mulholland told me. “It is the most exciting time to be a scientist since Newton. But I think that the gap between scientific discovery and realized business is much larger than a lot of AI folks think.”
Plus more insights from Heatmap’s latest event Washington, D.C.
At Heatmap’s event, “Supercharging the Grid,” two members of the House of Representatives — a California Democrat and a Colorado Republican — talked about their shared political fight to loosen implementation of the National Environmental Policy Act to accelerate energy deployment.
Representatives Gabe Evans and Scott Peters spoke with Heatmap’s Robinson Meyer at the Washington, D.C., gathering about how permitting reform is faring in Congress.
“The game in the 1970s was to stop things, but if you’re a climate activist now, the game is to build things,” said Peters, who worked as an environmental lawyer for many years. “My proposal is, get out of the way of everything and we win. Renewables win. And NEPA is a big delay.”
NEPA requires that the federal government review the environmental implications of its actions before finalizing them, permitting decisions included. The 50-year-old environmental law has already undergone several rounds of reform, including efforts under both Presidents Biden and Trump to remove redundancies and reduce the size and scope of environmental analyses conducted under the law. But bottlenecks remain — completing the highest level of review under the law still takes four-and-a-half years, on average. Just before Thanksgiving, the House Committee on Natural Resources advanced the SPEED Act, which aims to ease that congestion by creating shortcuts for environmental reviews, limiting judicial review of the final assessments, and preventing current and future presidents from arbitrarily rescinding permits, subject to certain exceptions.
Evans framed the problem in terms of keeping up with countries like China on building energy infrastructure. “I’ve seen how other parts of the world produce energy, produce other things,” said Evans. “We build things cleaner and more responsibly here than really anywhere else on the planet.”
Both representatives agreed that the SPEED Act on its own wouldn’t solve all the United States’ energy issues. Peters hinted at other permitting legislation in the works.
“We want to take that SPEED Act on the NEPA reform and marry it with specific energy reforms, including transmission,” said Peters.
Next, Neil Chatterjee, a former Commissioner of the Federal Energy Regulatory Commission, explained to Rob another regulatory change that could affect the pace of energy infrastructure buildout: a directive from the Department of Energy to FERC to come up with better ways of connecting large new sources of electricity demand — i.e. data centers — to the grid.
“This issue is all about data centers and AI, but it goes beyond data centers and AI,” said Chatterjee. “It deals with all of the pressures that we are seeing in terms of demand from the grid from cloud computing and quantum computing, streaming services, crypto and Bitcoin mining, reshoring of manufacturing, vehicle electrification, building electrification, semiconductor manufacturing.”
Chatterjee argued that navigating load growth to support AI data centers should be a bipartisan issue. He expressed hope that AI could help bridge the partisan divide.
“We have become mired in this politics of, if you’re for fossil fuels, you are of the political right. If you’re for clean energy and climate solutions, you’re the political left,” he said. “I think AI is going to be the thing that busts us out of it.”
Updating and upgrading the grid to accommodate data centers has grown more urgent in the face of drastically rising electricity demand projections.
Marsden Hanna, Google’s head of energy and dust policy, told Heatmap’s Jillian Goodman that the company is eyeing transmission technology to connect its own data centers to the grid faster.
“We looked at advanced transition technologies, high performance conductors,” said Hanna. “We see that really as just an incredibly rapid, no-brainer opportunity.”
Advanced transmission technologies, otherwise known as ATTs, could help expand the existing grid’s capacity, freeing up space for some of the load growth that economy-wide electrification and data centers would require. Building new transmission lines, however, requires permits — the central issue that panelists kept returning to throughout the event.
Devin Hartman, director of energy and environmental policy at the R Street Institute, told Jillian that investors are nervous that already-approved permits could be revoked — something the solar industry has struggled with under the Trump administration.
“Half the battle now is not just getting the permits on time and getting projects to break ground,” said Hartman. “It’s also permitting permanence.”
This event was made possible by the American Council on Renewable Energy’s Macro Grid Initiative.
On gas turbine backorders, Europe’s not-so-green deal, and Iranian cloud seeding
Current conditions: Up to 10 inches of rain in the Cascades threatens mudslides, particularly in areas where wildfires denuded the landscape of the trees whose roots once held soil in place • South Africa has issued extreme fire warnings for Northern Cape, Western Cape, and Eastern Cape • Still roiling from last week’s failed attempt at a military coup, Benin’s capital of Cotonou is in the midst of a streak of days with temperatures over 90 degrees Fahrenheit and no end in sight.

Exxon Mobil Corp. plans to cut planned spending on low-carbon projects by a third, joining much of the rest of its industry in refocusing on fossil fuels. The nation’s largest oil producer said it would increase its earnings and cash flow by $5 billion by 2030. The company projected earnings to grow by 13% each year without any increase in capital spending. But the upstream division, which includes exploration and production, is expected to bring in $14 billion in earnings growth compared to 2024. The key projects The Wall Street Journal listed in the Permian Basin, Guyana and at liquified natural gas sites would total $4 billion in earnings growth alone over the next five years. The announcement came a day before the Department of the Interior auctioned off $279 million of leases across 80 million acres of federal waters in the Gulf of Mexico.
Speaking of oil and water, early Wednesday U.S. armed forces seized an oil tanker off the coast of Venezuela in what The New York Times called “a dramatic escalation in President Trump’s pressure campaign against Nicolás Maduro.” When asked what would become of the vessel's oil, Trump said at the White House, “Well, we keep it, I guess.”
The Federal Reserve slashed its key benchmark interest rate for the third time this year. The 0.25 percentage point cut was meant to calibrate the borrowing costs to stay within a range between 3.5% and 3.75%. The 9-3 vote by the central bank’s board of governors amounted to what Wall Street calls a hawkish cut, a move to prop up a cooling labor market while signaling strong concerns about future downward adjustments that’s considered so rare CNBC previously questioned whether it could be real. But it’s good news for clean energy. As Heatmap’s Matthew Zeitlin wrote after the September rate cut, lower borrowing costs “may provide some relief to renewables developers and investors, who are especially sensitive to financing costs.” But it likely isn’t enough to wipe out the effects of Trump’s tariffs and tax credit phaseouts.
GE Vernova plans to increase its capacity to manufacture gas turbines by 20 gigawatts once assembly line expansions are completed in the middle of next year. But in a presentation to investors this week, the company said it’s already sold out of new gas turbines all the way through 2028, and has less than 10 gigawatts of equipment left to sell for 2029. It’s no wonder supersonic jet startups, as I wrote about in yesterday’s newsletter, are now eyeing a near-term windfall by getting into the gas turbine business.
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The European Union will free more than 80% of the companies from environmental reporting rules under a deal struck this week. The agreement between EU institutions marks what Politico Europe called a “major legislative victory” for European Commission President Ursula von der Leyen, who has sought to make the bloc more economically self-sufficient by cutting red tape for business in her second term in office. The rollback is also a win for Trump, whose administration heavily criticized the EU’s green rules. It’s also a victory for the U.S. president’s far-right allies in Europe. The deal fractured the coalition that got the German politician reelected to the EU’s top job, forcing her center-right faction to team up with the far right to win enough votes for secure victory.
Ravaged by drought, Iran is carrying out cloud-seeding operations in a bid to increase rainfall amid what the Financial Times clocked as “the worst water crisis in six decades.” On Tuesday, Abbas Aliabadi, the energy minister, said the country had begun a fresh round of injecting crystals into clouds using planes, drones, and ground-based launchers. The country has even started developing drones specifically tailored to cloud seeding.
The effort comes just weeks after the Islamic Republic announced that it “no longer has a choice” but to move its capital city as ongoing strain on water supplies and land causes Tehran to sink by nearly one foot per year. As I wrote in this newsletter, Iranian President Masoud Pezeshkian called the situation a “catastrophe” and “a dark future.”
The end of suburban kids whiffing diesel exhaust in the back of stuffy, rumbling old yellow school buses is nigh. The battery-powered bus startup Highland Electric Fleets just raised $150 million in an equity round from Aiga Capital Partners to deploy its fleets of buses and trucks across the U.S., Axios reported. In a press release, the company said its vehicles would hit the streets by next year.