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It’s the first project to turn steel-related emissions into products. But can it scale?

Last week, the Department of Energy announced $6 billion in awards to help clean up some of the most greenhouse gas-intensive industries in the U.S., including $1.5 billion to transform iron and steel manufacturing. U.S. Steel, one of the biggest American steelmakers, was not among the recipients.
On Wednesday, U.S. Steel made an announcement of its own: It is signing a 20-year agreement with CarbonFree, a Texas-based company, to capture carbon dioxide from Gary Works, the largest integrated steel mill in the country, and turn it into a marketable product. The $150 million project is the first to capture and utilize carbon from an American steel plant at a commercial scale.
Gary Works releases an ungodly amount of carbon into the air each year — more than the entire state of Vermont. CarbonFree will use its technology, known as SkyCycle, to collect 50,000 tons of CO2 from the plant per year and transform it into high grade calcium carbonate, a valuable ingredient for the food, pharmaceuticals, paint, and plastics industries.
Something certainly has to change if U.S. Steel is going to make good on its pledge of achieving net-zero emissions by 2050, let alone stay competitive in a market that’s expected to increasingly look for greener products. It’s unclear, however, whom the company is going to convince with this project, which will capture less than 1% of the plant’s annual emissions.
“It’s deeply unserious, I think, is the words that come to mind,” Hilary Lewis, the steel director at Industrious Labs, a nonprofit that advocates for decarbonizing heavy industry, told me. The effort is especially embarrassing, she said, given that two of the company’s competitors, SSAB and Cleveland Cliffs, were awarded $500 million each by the DOE for far more transformative green steel projects. “This announcement is emblematic of how U.S. Steel is a laggard.”
U.S. Steel declined to make any of its executives available to interview for this story. In response to my request for comment, the company provided a statement that said this was a first of its kind opportunity to “significantly reduce” emissions at Gary Works, and that it was “the first step in exploring the scalability of this technology” to support the company’s goals.
CarbonFree executives, too, asserted that the Gary Works project is a stepping stone to something bigger. But outside experts I spoke with were skeptical that it would be able to scale enough to make a meaningful difference in the plant’s — or the industry’s — emissions.
The steel industry contributes about 8% of global energy-related emissions. Though the U.S. is not one of the worst offenders (we actually make some of the cleanest steel in the world) U.S. steelmakers still have a long, expensive journey ahead to decarbonize.
That’s because there are eight steel plants in the U.S. that still use blast furnaces, a dirty, coal-intensive production method. Gary Works is one of them. Though these plants only represent about 30% of the country’s steel production, they are responsible for nearly 70% of the sector’s emissions, according to the Department of Energy.
The advantage of the SkyCycle project is that it doesn’t require U.S. Steel to do very much. “We build, own, and operate the [carbon capture equipment], and we’re able to get a return based on the chemicals we sell,” Martin Keighley, the CEO of CarbonFree, told me. “So it’s a much more attractive proposition for, in this case, U.S. Steel, because they don't have to invest large amounts of money into the plant.” More attractive than at least one alternative, that is, which is to capture the carbon and sequester it underground.
It’s a compelling argument. Carbon capture and storage adds big costs — to install the equipment, transport the CO2, and pump it into the bedrock — with no financial benefit to manufacturers. While the federal government does encourage carbon capture by offering an $85 federal tax credit for every ton of CO2 captured and stored, no law compels steel companies to do so. In many cases, the subsidy may not be not enough to get investors on board for a project, especially since tax credits can come and go depending on the whims of Congress.
But if you find someone else who can take your carbon and make money off of it, then what have you got to lose? Keighley said CarbonFree will be able to earn a slightly smaller federal tax credit — $60 — for every ton of carbon it turns into calcium carbonate, but that the company’s business model doesn’t depend on that.
“You know, we all look at 2050 and net zero, but it doesn't stop there. To be net zero, we’re still emitting CO2, so we still have to capture it,” he said, referring to the idea that the “net” in net zero implies there will continue to be emissions that must be neutralized. “We're going to be capturing forever. So, therefore, we need sustainable business models that aren’t reliant on government sources.”
One advantage of SkyCycle over other carbon capture technologies is that it works with raw, dirty flue gas, which might have all kinds of other gases and chemicals mixed in with the CO2. The gas is channeled through a series of chemical reactions and eventually reacts with calcium, a mineral that’s notoriously thirsty for CO2, to create calcium carbonate. Once it binds with calcium, the CO2 is essentially locked up permanently. It would take either very high heat or a very strong acid to remove it.
Keighley said the high grade calcium carbonate on the market today has much greater emissions associated with its production than CarbonFree’s process, and is about the same price. That creates a “multiplier effect,” he told me. Not only is the company reducing emissions from the Gary Works plant, it’s also reducing emissions associated with the products that incorporate the cleaner calcium carbonate. On top of that, the company is sourcing its calcium from steel slag, a waste product from the steelmaking process that nobody has really figured out what to do with. (This is different from blast furnace slag, which is valuable for decarbonizing the cement industry as a replacement for carbon-intensive “clinker.”)
So far, so good. But the issue, according to Rebecca Dell, a former Department of Energy analyst and senior director of industry at the ClimateWorks Foundation, is that the market for high grade calcium carbonate is tiny. “You’re gonna saturate these high end markets way before you get anywhere close to absorbing the full 8 or 9 million tons a year of CO2 that just the Gary Works is emitting,” she told me.
When I raised this with Keighley, he acknowledged that the market was limited. But he said the market for calcium carbonate in general, not just the high purity stuff, is much bigger, and that the company could move into other segments later. CarbonFree is already working on its next system, which will be capable of capturing 250,000 tons of CO2 per year. Calcium carbonate is essentially limestone, which is an abundant and cheap material, so it might be hard to compete in lower-grade markets without bringing down production costs. But Keighley mentioned another plan. “The beauty is, if and when you run out of market altogether, you store it,” he told me. In other words, the company could just stash the calcium carbonate on the grounds of the Gary Works plant. That assumes, however, that they’ve brought down their costs enough to make a profit off the federal tax credit for carbon storage — and that assumes the tax credit still exists.
Lewis, of Industrious Labs, raised a different issue. “If you’re choosing to invest in carbon capture, you're locking in that reliance on coal for another 15, 20 years,” she told me. Carbon capture doesn’t address the other health-harming pollutants these steel mills rain over their surrounding community, including nitrous oxides, sulfur dioxide, and soot. She also noted that the biggest consumer of the types of steel produced by blast furnaces, the auto industry, has ambitious climate targets. While automakers have yet to make truly market-transforming commitments to buy cleaner steel, if and when they do, Gary Works could be left unprepared, threatening the job security of its more than 4,000 workers.
U.S. Steel’s plan is a stark contrast to one of the projects awarded funding by the DOE last week, Lewis said. Cleveland Cliffs, which owns five of the remaining seven blast furnace steel mills, will get $500 million to replace one of its blast furnaces at a mill in Ohio with what’s called a “direct reduced iron” plant. Direct reduction is more efficient, cleaner, and cheaper than a blast furnace; the company said it would save $150 per ton of steel produced by making the switch. Though some direct reduction plants rely on natural gas, and therefore aren’t exactly carbon-free, the process can also be done with green hydrogen. That’s what a second project announced last week, led by the Swedish steelmaker SSAB, will be using at a new plant in Mississippi.
In my interview with Keighley, I asked what he thought about the criticism that this project would keep Gary Works hooked on coal for another 20 years, and that advocates wanted to see the plant transition to direct reduction. He responded by raising questions about green hydrogen. Producing green hydrogen requires lots of renewable energy, he said. Is that the best use of that renewable energy, or could you “get more decarbonization for your buck” by using it for something else?
Later, in an email, Keighley also pointed to SkyCycle’s readiness for deployment compared to the long development timelines for other solutions. Construction is expected to start as early as summer 2024, with operations beginning in 2026. He also emphasized that CarbonFree would be able to “easily” increase the size of the plant. “There’s so many different options and everyone’s trying to second guess everybody else. Just get on with doing something, you know?”
But Chris Bataille, a research fellow at the Columbia University Center on Global Energy Policy who focuses on pathways to net-zero for heavy industry, told me the tiny scope of this project is indicative of a larger issue. “These marginal changes are attractive to people who are just used to running a blast furnace their whole careers,” he said. “You can keep the rest of your plant, but that piece of equipment needs to change.”
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The data center boom is everywhere you look in U.S. economic and emissions data.
This is an edition of Heatmap Daily, an evening review of the day’s news written by our executive editor. Sign up for it here.
It isn’t exactly a new thought, but I’ve been struck recently by how many trends in America’s economic and environmental data are fundamentally about the data center boom and the return of electricity demand:
First, the Energy Information Administration reported this week that U.S. emissions grew by more than 2% last year, driven by surging electricity demand and an increase in coal-fired generation. What caused that higher power demand? New factories and data centers — as well as record summertime cooling demand.
Second, many of the new factories driving that higher power demand are themselves producing goods that are … let’s say … data center-adjacent. There are the enormous new semiconductor fabs, of course. But Ford and General Motors have also set up new production lines (or repurposed old ones) to manufacture grid-scale batteries to meet power demand.
Third, take a look at the recent U.S. spending on private non-residential construction — in other words, everything American companies are building that is not houses, condos, or apartments.
The construction industry’s spent almost $60 billion on data centers over the past year, which is more than it spent on all other office buildings combined (and more than it spent building warehouses, too). Just a handful of categories — data centers, power plants, electricity infrastructure, and certain kinds of electronics manufacturing — now make up a third of all U.S. private non-residential construction investment. They’ve never made up such a large share of construction spending since data collection began in 2014.
As The New York Times recently noted, the American economy is unusually dependent on the American stock market right now — and the stock market is unusually dependent on artificial intelligence. This week, investors started to balk at the enormous spending hyperscalers are planning to keep building out the AI boom; Alphabet’s shares dropped 8% this week after it boosted its planned 2026 capital expenditure and signaled 2027 will be even bigger. If the data center boom started to slow down in earnest, then more than just that budget will change.
Speaking of which, my colleague Emily Pontecorvo wrote earlier this week about how many businesses are struggling to even estimate their carbon emissions from artificial intelligence. The carbon accounting startup Watershed recently unveiled a new formula to help companies get a sense of their AI-related emissions.
But even that formula is still limited by the amount of data hyperscalers publish — and they don’t publish that much. Google, for instance, is the only AI company that has (laudably) provided estimates of its emissions on a per-prompt basis. Yet no company has published its per-token emissions, or how emissions sync up with particular models or regions.
So Emily asked Google: Why aren’t you — or any other model provider — disclosing this kind of data yet?
The tech company didn’t get back to us until after we’d published Emily’s story. But its response was interesting enough that I wanted to quote some of it here.
The problem is “industry consensus,” Cooper Elsworth, a Google spokesperson, told us. “There is currently very little consensus on how to comprehensively and fairly measure the serving environmental impact of generative AI (such as text generation),” he wrote. “Without standardized, ‘apples-to-apples’ frameworks, it is difficult to compare different providers accurately.”
That’s partly because energy use — and emissions data — can vary from site to site and depend on “custom-built hardware, software compilers, and advanced inference techniques.” And he claimed Google doesn’t always have the measurement hardware in place to provide such specific estimates: “Providing precise, repeatable data requires highly advanced measurement infrastructure,” he said. “For example, software-based energy monitoring tools often suffer from sampling biases. For our study, we had to step away from top-down averages and directly measure actual energy at the physical power supply unit (PSU) level across our deployed fleet. Not all providers have the telemetry or data sets required to benchmark their operations at this level of granularity.”
Read Emily’s story to understand the other reasons why estimating — or even “guesstimating” — AI-related carbon emissions is so challenging.
A conversation with Emma Uridge of the Kansas Health Institute.
This week’s conversation is with Emma Uridge, analyst with the Kansas Health Institute. Uridge spent copious hours analyzing state and local laws on data center development to best understand how policymakers are responding to the potential environmental public health impacts of large AI infrastructure, including power and water. The report, which came out this week, also goes in depth into those health impacts. I reached out to her to discuss what she sees as must-watch territory for our readers on this emerging policy arena.
Our conversation was lightly edited for clarity.
What is actually being done on policy when it comes to data centers — beyond moratoria of course?
So first I’d like to just talk about the point of moratoria. It’s helpful to talk about how these policies emerge in the first place. One area where moratoria are helpful is when a data center is proposed but the county has no approach for how they’d like to potentially regulate them. That’s temporary, most of the time. It lets local governments conduct research on the various impacts and also negotiate community benefits, ones that can mitigate any potential negative impacts — like Lancaster Pennsylvania, which instituted a community benefit agreement that maximized the potential benefits of development while mitigating what large data centers can do. That agreement looked at capping municipal water use at 20,000 gallons per day and requiring 100% clean energy. It had financial penalties for non-compliance. The company also committed $20 million to their local economic development and clean energy fund. There are ways to negotiate with developers.
We also see amendments to existing zoning. Data center proposals are increasingly popping up in rural areas, many of which are unzoned, so there’s no way a county can negotiate unless there’s a moratorium in place.
Other policy solutions include different performance standards or requiring on-site renewable energy, like what Jefferson County, Missouri, looked at. Also setback requirements, mandatory noise buffers, ending by-right zoning.
Where are local governments getting ideas for regulating data centers?
A lot of the technical information comes from developers. That can in cases be seen as a biased source of information. I wouldn’t say there’s a dedicated group providing assistance to local governments when a project is proposed — which is a similar story to wind industry development, where we have only a handful of consultants who provide technical advice. It can be really helpful to get a multi-disciplinary approach to hearing information. It can be helpful to have the utility commission, public health folks, those in academia, as well as the developer.
As of right now, especially in rural areas, local governments have a hard task of balancing pushback while getting the most accurate, evidence-based, neutral information to make decisions. That balance can be contentious.
What is the federal government doing on data center policy? How is the Trump administration approaching it?
A few things there. In the early days, the drive was for AI expansion and to be competitive with foreign adversaries. Now due to the amount of public pushback in red and blue localities and a more cautious approach.
I’m not seeing a lot of actual policy movement at this time.
I know the EPA is looking at the chemicals used in cooling data centers because when that water is cycled through the system, some of it is discharged into the water system, so they’re looking at the Toxic Substances and Control Act for monitoring that.
How much of an impact does this minimal federal role have on industry behavior?
Y’know, this isn’t specific to data centers. This is true for all kinds of large-scale development: there’s a need to require some sort of federal monitoring and regulation.
That’s where I see an emerging role for public health. At the federal level, there could be policy movement towards requiring some sort of environmental monitoring at data centers to make sure they’re operating responsibility. Looking at specific water use relative to water availability and what happens when there’s a time of severe, persistent drought. With air quality too — we’ve seen areas where the grid isn’t as reliable so their diesel generators are kicking on more and affecting air quality for residents.
We’re just not seeing all of that right now. We need corporate disclosure.
What do you see as the most important public health impacts from data center development?
It varies by localities. The most discussed obviously is water usage. One thing I’d note about my conversations with folks enthusiastic around emerging tech is, there are still questions that need to be asked about the capacity of localities to support a data center. Like a small town in Kansas may only be using 40% of their water for their utility needs. If a data center came online, how much of that water goes to the data center?
One area underexplored within the public health discipline is energy poverty and energy security. The ability of a household to meet the needs of everything energy provides in our lives. It’s known we have an aging electric grid but we’re not talking enough about large-scale blackouts when the grid is not sufficient to support some of these new data centers.
Plus more of the week’s big development fights.
1. Laramie County, Wyoming — Meta is fighting the fine it received in the Cheyenne data center water pollution controversy, and the conflict between the tech giant and the city’s small board of public utilities is continuing to spill out into the public.
2. Niagara County, New York — This county just rejected a solar project’s highway work permits in a show of retaliation against the state’s Office of Renewable Energy Siting.
3. Barron County, Wisconsin — The anti-solar protest is the new campaign stop in deep red Wisconsin.
4. Chesapeake, Virginia — A large battery storage project on the Virginia coastline is on the rocks amidst rampant local opposition.
5. Lewis County, West Virginia — West Virginia is now a key battleground in the fight over transmission, as a line spanning all of West Virginia and Maryland — and cutting through Data Center Alley in Virginia — causes compounding consternation.