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The former Department of Energy chief commercialization officer talks about the public sector’s role in catalyzing new clean energy.

Vanessa Chan didn’t think she had the right temperament to work in government. After a 13-year stint as a partner at McKinsey, six years as a partner at the angel investment firm Robin Hood Ventures, and four years at the University of Pennsylvania, most recently as professor of practice in innovation and entrepreneurship, Chan considered herself to be an impatient, get-it-done type — anathema to the traditionally slow, procedurally complex work of governing.
But the Energy Act of 2020 had just formalized a new role within the Department of Energy ideally suited to her skills: Chief Commercialization Officer, which would also serve as the director of the Office of Technology Transitions. Who would fill these dual roles was to be the decision of then-incoming Secretary of Energy Jennifer Granholm, who found a kindred spirit in Chan. Under her leadership, Chan told me, “I found someone who’s less patient than me.”
In her four years at the DOE, the OTT’s annual budget — which she referred to as “literally a rounding error to most people” — grew from $12.6 million to $56.6 million. She leveraged it to its fullest extent, establishing a precedent for the potential of this small but mighty office. Chan spearheaded the “Pathways to Commercial Liftoff” reports that provide investors with a path to market for the most important decarbonization technologies, and announced over $41 million in funding for 50 clean energy projects across all of the nations 17 national labs through the Technology Commercialization Fund.
She also changed the way the DOE, national labs, venture capitalists, and startups alike talk about getting ready for primetime with the Adoption Readiness Level framework, which put a much-needed focus on factors such as economic viability, regulatory hurdles, and supply chain constraints in the same way that the established Technology Readiness Levels, pioneered by NASA, focus on the question of whether a technology actually works.
Now Chan is back at the University of Pennsylvania in a new, extremely apt role: the Inaugural Vice-Dean of Innovation and Entrepreneurship. She’s weaving lessons learned from her time in the public and private sectors into academia, where her goal is to help incorporate real-world skills into the education of engineers and PhD scholars to prime them for maximum impact upon graduation.
“It’s such a disservice if you invent something and it never sees the light of day,” she told me. “So we need to make sure that isn’t happening and we increase our odds of things making it to the market.”
Over two separate interviews, one before President Trump’s inauguration and one after, I asked Chan how her work with the DOE has helped climate technologies move from the lab to the market, the challenges that remain, and what to keep an eye on in the new administration. Our conversation has been edited for length and clarity.
How did you get recruited for this job? Was government work even on your radar before?
No, this was never on my vision board. But the way in which this came about was in 2016, there was a workshop that was being led by DOE on a potential new foundation that was going to be focused on commercialization. And one of my former clients told the person running the workshop, if you’re talking about technology commercialization, you have to talk to Vanessa Chan. And when I was there, I just yapped off about all the issues that I see with commercialization and what the federal government should be doing about it. And I didn’t think anything of it.
And then fast forward to 2020, I get this cryptic email saying, “Hey, the Biden-Harris administration is interested in you.” I spent all the time during the interview [with the Biden-Harris team] going, “Here’s my thing about commercialization, but I don’t think you guys want me, because I’m someone who works really fast. I have no patience for bureaucracy. I like to disrupt. I don’t like the status quo.” And they’re like, that’s exactly what we want.
How did the DOE, and the OTT in particular, really undergo a shift in the Biden administration?
Historically, DOE has been very focused on research and development. And then when the [Bipartisan Infrastructure Law] and [Inflation Reduction Act] got passed, now there was half-a-trillion dollars going towards demonstration and deployment, and it became a lot more fun being the chief commercialization officer.
The mantra that we’ve had is that the clean energy transition — and quite frankly, commercialization — has to be private sector-led but government-enabled. Because in the end, it’s the private sector that’s actually commercializing. It’s not the government. DOD can buy stuff to bring things to market, but DOE, we’re an enabler. And unless the private sector has sustainable, viable economic models, nothing will ever be commercialized.
How does your work intersect with other DOE agencies that are focused on commercialization, like the Office of Clean Energy Demonstrations and the Loan Programs Office?
I worked very closely with all of them. In particular, one of the things that was really important to do was to get us on the same page of what it actually means to deploy technologies. So I quarterbacked an effort called the Pathways to Commercial Liftoff, which OCED, LPO, and any program office that was touching research, development, demonstration, and deployment was a part of.
If we use hydrogen hubs as an example, OCED was given $8 billion towards hydrogen. When we did the hydrogen liftoff report, what we found was a few things. One is that electrolyzer costs are super high, and so we have to be able to drive those downward to make the unit economics work. We have an issue where there is no midstream infrastructure. We also had a chicken-and-the egg, which is pretty classic: No one wants to buy hydrogen until the supply chain is stood up, [but] the supply chain doesn’t want to stand up until they know they actually have offtake agreements.
What we did with OCED was, we took $7 billion to invest in seven hydrogen hubs across the nation, and then we reserved $1 billion to create an offtake demand mechanism. And that’s the first time ever that the federal government has actually focused on a demand activation program.
Have these liftoff reports been well received on both sides of the aisle? Do you think they’ll continue to be referenced in the new administration?
We were very, very, very fact-driven. There’s no policy by design, because in the end it’s all about, what does it take for a technology to make sense, for it to be in the market? So it’s not Republican or Democratic, it’s just — what does the private sector have to do? I’m really hoping they’re not seen as partisan and really more a synthesis of what’s required for the private sector to actually scale technology.
What are some additional successes from your time at the DOE?
An example program is MAKE IT, which is Manufacturing of Advanced Key Energy Infrastructure Technologies, which was a program that we created with OCED in order to figure out ways in which we could try to help bolster manufacturing across the nation. We also have this program called EPIC, the Energy Program for Innovation Clusters, and we have funded over 80 incubators and accelerators across the nation, which are supporting startups.
We’ve created a voucher program for startups and smaller organizations — sometimes there’s very tactical things that they need help on, and they need a small dollar amount, like a couple-hundred-thousand-dollars to tackle that. We’re like, Oh, you need to do techno-economic analysis? We’re going to pair you with this organization here that can do it, and you don’t have to negotiate anything with them. We’re just going to send them the money, you’re given a voucher, and you just call them.
When I talk with venture capitalists, something that often comes up is the difficulty of getting startups through the so-called Valley of Death, the funding gap between a company’s initial rounds and its commercial scale-up. How do you think about the public sector’s role in helping companies through this stage?
First of all, this private sector-led, government-enabled idea around commercialization is really important. And the work we’ve done with Liftoff and how we’ve gotten money out the door has really worked, because for every dollar going out the door from DOE, we’ve seen $6 matching from the private sector. That in itself is showing that there’s a way for the public sector to nudge the private sector to act.
What I’ll tell you, though, is that I think there needs to be a wholesale reframe around how the private sector thinks about investments and the returns that they want on them. Right now, we are in the Squid Games, where everyone is first in line to be sixth or seventh, no one is first in line to be first, second, or third, because they know the person who is first, second, or third is going to lose money. So what we need to do is figure out, how do we have the ecosystem crowdsource the first 10 of a kind, so that we get to the tipping point where the unit economics are working? How do we get the private sector to promise to buy technologies when they’re not quite there? How do we in the public sector help on the back end?
What are other primary barriers to commercialization that you see?
Another big barrier is that the time clock for moving up the learning curve and moving down the cost curve is quite long in some of these hard-tech technologies. And so the challenge is, how do we convince CEOs to make investments in something which is not going to benefit them, but benefit a CEO two or three down the line? Humans just don’t work that way, right? They’re all about earnings per share and quarterly earning reports and so forth.
Now the challenge is, if we don’t do it, then countries like China are going to do it. This is what happened in solar: We invented the technology, but China was willing to take a loss in order to get up the learning curve and drive down the cost curve, and we need to figure out how to do the same.
Have you been in touch with anyone from the Trump administration? Do you know who your successor will be?
No idea. My team didn’t even know who I was until day one. But what I’ll tell you is that OTT has really strong bipartisan support because we’re commercializing technologies, which is creating jobs, and I think everyone understands the importance of this. Also for the [Foundation for Energy Security and Innovation] I was very deliberate with the other ex officio board members to make sure we had a bipartisan board. We have 13 board members that we appointed here at DOE, and I have representation from every single administration since George H.W. Bush, including two Trump appointees.
I really do hope that whoever sits in my seat will reach out, and I left a letter offering that, too. Hopefully they do give me a call because I really want to wish them every success in the work that they’re doing.
What’s it like to be back at the University of Pennsylvania, watching this new administration from a civilian perspective?
This was the best job ever, so I’m just sad in general to not be at the Department of Energy because I really enjoyed the work that we were doing there. A lot of the money from the BIL and IRA were used to catalyze many, many red states. I am hopeful that people in power recognize this and are going to do right by those counties. Because I think, in the end, what we’re trying to do is really help with American jobs and competitiveness.
Any thoughts on the executive order that’s frozen disbursement of funds from BIL and IRA?
I don’t know, because I always think it’s not right to be on the outside in, trying to figure out what different executive orders are trying to say or not say. We all have to wait to see how these get executed upon.
What do you think people should be keeping an eye on to gauge the impacts that these sweeping executive orders are having?
In my mind it’s really, is the private sector spooked? Are they going to continue to invest the money that’s needed for these manufacturing plants to continue and so forth? Because in the end, it’s the private sector that actually is driving American competitiveness — the federal government is a catalyst. And so I think what I’d be looking to is the private sector. Are they stopping the momentum that we helped to kickstart?
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Behind both the Anthropic IPO and the Iran War negotiations sits the energy transition.
When you get down to it, two stories are dominating the American economy at the moment.
The first is the artificial intelligence boom. The second is the Iran war — and the wavering peace talks, and unprecedented energy transformation, that accompany it. Both stories advanced on Monday.
In the morning, the frontier AI lab Anthropic announced that it had confidentially filed with the Securities and Exchange Commission for an initial public offering, a widely anticipated step that could see its shares start trading as early as the fall.
The Iran news was perhaps less bullish. Iran announced this morning that it was suspending negotiations after it traded missile and bomb attacks with the United States through the weekend. Oil prices surged on the news before relaxing somewhat after President Trump personally intervened to keep Israel from bombing Lebanon. Trump claimed peace talks with Iran “are continuing, at a rapid pace.”
Still, oil ended the day higher than where it started. The global Brent crude benchmark rose more than 4.5% to over $95 per barrel. The American benchmark, WTI, rose more than 5% to around $92. While neither benchmark has reached its highs from earlier in the war, the episode seemed to remind investors that an oil crisis is still happening and that talks could fall apart at any time. The Strait of Hormuz remains (mostly) closed.
Taken together, the two stories suggest generally good news — or at least, that’s what investors thought. Most major U.S. stock indices crept up slightly through the day; the S&P 500 closed up a quarter of a percent. (It helped that Nvidia — whose head of sustainability I interviewed for Heatmap’s podcast, Shift Key, last week — also unveiled a new consumer laptop chip this morning, sending its shares surging.)
Viewed from another angle, though, you can see a common energy story in these updates. The Anthropic filing — taken together with last week’s news that “mind-blowing growth” is about to propel the lab behind the Claude AI assistant into its first profitable quarter — is a reminder that surging electricity demand is now a dependable part of our electricity system. Demand will in turn remain strong for anything that can help supply that electricity — solar panels, batteries, wind turbines, and (yes) natural gas paraphernalia.
Meanwhile, who knows what will happen in a week or two, but for now, the Iran-induced oil shortage has caused so much demand destruction in China — and seemed to encourage so much switching to electric vehicles — that it seems almost manageable. The commodity researchers at JP Morgan last week mused that the world may be learning to live with 9% less oil. It helps, of course, that China — and the rest of the world — is drawing down its strategic reserves; price action has remained muted in part because oil investors believe Trump is desperate for a deal. But if East Asia and Europe respond to the oil shortage by permanently deleting at least part of their oil demand, it will be by switching from oil and diesel-burning technologies to power-sipping EVs and batteries.
Behind both of the economy’s biggest stories, in other words, sits the great global transition to electricity.
A climate scientist goes back to the numbers to argue that we’re overestimating the cost of the energy transition.
I’ve long been struck by how hard it is to predict the evolution of our energy system even a few years in advance, never mind 25 or 30 years. I still remember the “peak oil” craze in the mid-2000s, when people were telling me the end of oil was nigh. It sounded convincing right up until it turned out to be wrong.
Let me show you how bad previous predictions have been for the electricity sector.
Each plot below shows predictions of how a particular source of electricity will evolve, as well as what actually happened. The data comes from the Energy Information Administration and covers the U.S. electricity sector.
We’ll start with coal. In the first plot, the black line shows actual U.S. coal-fired electricity generation. The blue lines are predictions made each year since 2008.
In 2008, coal was expected to produce increasing amounts of electricity into the future. Instead, it immediately started to decline. It took until 2023 for the EIA to begin predicting a long-term decline in coal, despite the fact that coal had been declining for 15 years.
Natural gas, by contrast, has generated an increasing share of U.S. electricity. This is largely due to the tidal wave of cheap natural gas from hydraulic fracturing. The predictions, on the other hand, did not anticipate this.
The takeaway here is that predicting the evolution of our energy system is not just difficult in the long run, e.g., 30 years from now, but also that it’s difficult even in the short run.
If we combine coal and gas, the forecasts look better. This reflects the fact that natural gas has largely replaced coal over the years, so that the underestimate for gas helps cancel out the overestimate for coal.
But even for the combined category, the forecasts vary widely.
Moving on to renewables, here’s solar, including both utility and residential solar:
And here’s wind:
For both energy sources, predictions before 2015 were really bad. What changed after that I can’t say — my guess is they got sick of being so wrong.
Across all energy sources, the 2023 and 2025 forecasts differ sharply from the 2026 forecast. The predictions made for those years assume the persistence of Biden’s Inflation Reduction Act, while 2026 predictions assume the reversal of those policies.
The difference between 2025 and 2026 is an estimate of the role that politics plays in the future evolution of our electricity sector. That we cannot confidently predict who will win future elections or what their policies will be is another very good reason why it’s so hard to predict the future of our energy system.
Why is it so hard to predict the energy mix in our electricity system? One big reason is that it is hard to predict the future rate of innovation. We can see this in a plot of the cost of energy:
I’m using levelized cost of energy as my measure of the cost to produce power from each source. I understand the limitations of LCOE, but for an energy developer, LCOE is the number that counts. Yes, wind and solar are intermittent, but that’s a grid problem. All that matters to the developer is which low-LCOE energy source they can build.
You can see that the price of wind and solar plummeted in the early 2010s, reflecting enormous innovation in the production of renewable energy. That was not predicted by most mainstream forecasts, as confirmed by predictions of wind and solar above.
There has also been a lot of innovation in fossil fuel production, most importantly fracking and horizontal drilling. These technologies drove down the cost of natural gas in the late 2000s and changed the economics of electricity generation almost overnight. Coal plants that had looked like safe long-term investments suddenly faced a cheaper competitor.
Yet this, too, was largely missed. In the late 2000s, many utilities were still trying to build coal plants, unable to see that coal was entering a precipitous decline. TXU Corp., for instance, tried to build 11 new coal plants in Texas in the mid-aughts. Though it was the state’s largest utility at the time, it ultimately got bought out by private equity, who compromised with environmental groups and agreed to build just three of the original 11 proposed plants, two of which are still in operation.
Meanwhile, the restructured TXU declared bankruptcy in 2014, after natural gas prices collapsed.
All of this goes to show that coal was not beaten by a single technology. It was beaten by a sequence of technologies that forecasters failed to anticipate.
Based on economics, coal is now a stone-cold loser. Its remaining advantage is not cost, nor is it speed of construction or flexibility. It is politics. The Trump Administration is forcing coal-fired plants to stay open, and recent reporting suggests these interventions are raising costs for consumers.
In the competition between solar, wind, and natural gas, solar and wind are the cheapest. The combination of low costs and short construction times with the price volatility of natural gas gives wind and solar a huge market advantage, explaining their exponential growth.
Yes, solar and wind are coming for natural gas.
The LCOE plot also shows the profound disadvantage nuclear faces. Nuclear energy costs nearly $200 per megawatt-hour, around four times the cost of wind and solar. And it takes a decade or two to get it online. Without government mandates or heavy policy support, I would say there is little likelihood we will see a nuclear renaissance.
Much of the debate in climate policy centers on the cost, difficulty, and timeline for phasing out fossil fuels in order to achieve net zero. You constantly hear pundits and analysts throwing around eye-popping numbers, confidently claiming, e.g., that “it will cost XXX trillions of dollars to reach net zero in our economy by 2050.”

But if the forecasting failures of the past 20 years have taught us anything, it’s this: We simply have no idea how much decarbonization will cost.
You should treat numbers like McKinsey’s estimate above as guesses. They could be right, but historically speaking, they probably aren’t.
To summarize, here are the reasons why the true cost of reaching net zero remains so uncertain:
Overall, the uncertainty in these long-term forecasts is enormous. And if history is any guide, the errors are not random. They usually point in the same direction — they overestimate the cost of the energy transition.
One reason is that traditional forecasting models tend to assume slow, steady technological progress. But energy technologies do not always improve that way. Solar, wind, batteries, and fracking all show that costs can change fast when conditions line up. Most models, which assume gradual change, will miss these breaks.
Another problem is that fossil fuels are often treated as stable, low-risk alternatives. They are not. Their prices can swing wildly, and their supply chains are exposed to wars, political instability, and global market shocks. Those costs are real and hard to predict, so they are left out of these estimates.
That is the central point: Estimates of the cost of the energy transition should be treated as conditional guesses built on assumptions about technology, fuel prices, politics, and geopolitics, all of which have repeatedly surprised us.
The lesson of the past 20 years is not that the energy transition will be easy or hard — we really don’t know. Anyone claiming to know the cost decades in advance should be treated with skepticism.
Editor’s note: A version of this article originally appeared in the author’s newsletter, The Climate Brink, and has been repurposed for Heatmap.
Current conditions: The Atlantic hurricane season officially began today, in what’s expected to be a relatively mild year • A powerful storm with winds of up to 80 miles per hour is walloping broad swaths of millions of Australians • Temperatures in Oman are approaching 120 degrees Fahrenheit.

The United States’ offshore wind industry is, at this very moment, booming — at least in terms of the turbine arrays finally coming online in recent weeks. But there are no new projects underway as President Donald Trump pulls out all the stops to kill the industry in what I have previously called a death by a thousand cuts. That’s despite the fact that demand for electricity is soaring in the U.S. Luckily for Americans, our nation’s aging network of power grids overlaps with our northern neighbor’s. And Canada is now looking at a potential offshore wind boom. Last summer, Nova Scotia started laying the groundwork for offshore wind projects. Now Ming Yang, the world’s third-largest manufacturer of wind turbines, is considering investing in a project off Canada’s Pacific coast. The proposed project in the Hecate Strait off British Columbia would add up to 2 gigawatts of offshore wind capacity to Canada’s portfolio, according to Renewables Now. It’s part of Ming Yang’s broader push into Western markets, as my colleague Matthew Zeitlin reported last October.
Just days after New York State delayed its carbon-cutting plan and loosened the rules on how it counts greenhouse gases, California mounted its own retreat on climate goals. On Friday, Bloomberg reported that the California Air Resources Board had voted to give as much as $4 billion of free allowances to oil refiners and other industrial polluters to make compliance with the state’s 13-year-old carbon market easier. At least New York Governor Kathy Hochul “had the decency” to signal publicly that she intended to roll back the state’s climate law, said Danny Cullenward, an economist and lawyer who wrote a book on climate policy. “Here in California we do the same in private and call it climate leadership,” Cullenward wrote of California Governor Gavin Newsom and CARB Chair Lauren Sanchez in a post on Bluesky.
Kudos to the Trump administration, then, for being so open about its plans to render the SEC something that might more appropriately serve as an acronym for Salting the Earth of Climate disclosures. Last month, I told you that the Securities and Exchange Commission was reviewing a Biden-era rule requiring companies to disclose the risk climate change posed to their businesses. On Friday, the agency formally proposed eliminating the regulation. “SEC disclosure obligations should comply with the Commission’s statutory authority, be guided by materiality as the North Star, avoid the practical effect of dictating corporate behavior, and be imposed only when the expected benefits justify the likely costs and burdens,” SEC Chairman Paul S. Atkins said in a statement.
Rehlko isn’t a household name, but it used to be: The 106-year-old firm was previously called Kohler Energy. But since spinning out from the titan of American manufacturing of kitchen sinks and bathroom toilets, Rehlko has honed its business as a leading producer and installer of generators and the infrastructure to house the diesel-, gas-, or hydrogen-fired power sources. Now, I can report exclusively for this newsletter, the company is preparing to expand its factory in Wisconsin as its backlog of orders for generators to power data centers stretches beyond 13 months. In an interview on Friday, Rehlko CEO Brian Melka told me that this facility is part of a plan “to increase the size and the output of the business about four to five times, or 400% to 500%, over the next five or six years.” The Wisconsin plant is specifically designed to assemble the company’s “e-frame” product, a generator enclosure that looks like a shipping container and includes the wiring and fire suppression tools needed to safely house one of Rehlko’s proprietary generators, which provide off-grid back-up power to data centers, hospitals, and other large power users. In addition to beefing up its capacity to manufacture more generators and enclosures, the company is expanding its engineering team for larger projects in which Rehlko uses another firm’s gas turbines for full-time power generation.
“We want to maintain that competitive edge, not only to be able to deliver the product faster but also to deliver the entire solution faster,” Melka said. “This is going to significantly increase our capacity as we go into 2027 with this new facility to be able to build many more fully enclosed units. The demand keeps pushing out. We essentially sold out the capacity for that building for 2027 and 2028 before we even signed the lease.”
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Unlike Russia, France, Japan, and China, the U.S. doesn’t recycle its nuclear waste. That is, until now. Roughly half a dozen companies are competing to be the first to create a beachhead for a new recycling industry in the U.S. Now one of those startups, Curio, has kicked off the pre-application process for a Nuclear Regulatory Commission permit. It’s just an inaugural step: Submitting a letter of intent to the agency to establish a docket and start providing documents to the regulator. But Curio plans to build a plant that could process up to 4,000 metric tons of used commercial light water reactor fuel per year. “The initiation of this application process marks a key and decisive moment for Curio and our nation as we commercially deploy what will be the world’s most advanced and capable used nuclear fuel recycling facility based on our game-changing NuCycle technology,” Curio CEO Ed McGinnis said in a statement, referring to the brand of the company’s reprocessing technology that was recently validated by four of the Department of Energy’s national laboratories.
South Korea, meanwhile, wants to start enriching and reprocessing its own fuel, and has garnered support from the Trump administration to do so. In the meantime, the democratic world’s most competent builder of civilian nuclear plants is doing what it does best and starting construction on a new reactor. On Friday, World Nuclear News reported that crews had poured the first concrete for Shin Hanul nuclear plant’s fourth reactor.
In January, I told you when Century Aluminum overhauled its plans to build the first new aluminum smelter in the U.S. to include an investment from an Emirati company. At the time, the Energy Department hailed the deal as a sign that Trump’s tariffs were working. On Friday, Mining.com published a feature building off a report from the advocacy group Industrious Labs that examined the recent push for new aluminum smelting in the U.S. The analysis concluded that, while 50% tariffs bolstered the sector, “access to industrial-scale electricity — and increasingly industrial-scale clean electricity — is the pain point,” said Annie Sartor, senior campaigns director at Industrious Labs. “Aluminum producers are being scooped by data centers and hyperscalers. They can simply pay more for the power.”
Among the more exciting concepts for supplying the market with cheap, clean, and affordable hydrogen is finding the stuff in naturally-formed underground reservoirs, allowing oil and gas drillers to do their thing for a green fuel. Now Oman, the Arab world’s diplomatic equivalent of Switzerland, is making progress in drilling the first wells for natural hydrogen. HyTerra, the Australian startup exploring for hydrogen in the country, told the Oman Observer that the successful pilot well boded well for tapping “one of the best source rock systems” for natural hydrogen yet discovered in the world. Given the latest heat wave in the country, the value of a fossil fuel replacement is likely becoming more obvious.