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Reshaping America’s Economy for the Superintelligence Century with Jacob Helberg

Jacob HelbergSarah GuoElad Gil

Podcast
TL;DR
  • Jacob Helberg’s core macro call is that AI, deregulation and abundant energy could shift the U.S. from a consumption-led service economy toward a high-investment industrial one. CapEx is already above 2% of GDP and could double by next year; Helberg cites analysis saying AI added a full percentage point of GDP in the last year, while the economy grew 3%.

  • Supply-chain security requires insulating Western producers from China’s ability to crush prices and later restore them. Helberg highlights 90% reliance on critical minerals refined in China, reliance on semiconductors manufactured in Taiwan and the $750 million DoD–MP Materials partnership. Its anchor buyer, offtake agreement and price floor are his blueprint for countering “classic monopolistic behavior” without leaving U.S. manufacturers begging Beijing for magnet licenses.

  • Helberg believes AI will erase much of developing economies’ labor-cost advantage by giving American workers “superpowers.” Companies could employ fewer people, but he expects competitors and what he argues are unlimited human wants to push them toward tenfold output instead. Jevons Paradox implies cheaper, more efficient production creates more demand. The upside case is Sarah Guo’s framing—“What if the economy was $45 trillion?”—rather than mass technological unemployment.

  • The “superintelligence century” could produce a second great divergence between early AI adopters and laggards. Helberg contrasts Europe’s fall from 65% of global GDP in the early twentieth century to roughly 15% today with a tech-forward Middle East where, he says, GDP per capita in the UAE and Israel exceeds France’s and is also higher than South Korea’s. His diagnosis is that Europe repeatedly “missed the boat,” and the EU AI Act may ensure it is not a first mover.

  • The next platform contest is whether the Global South imports an American stack led by NVIDIA or a bundled Chinese stack built around Huawei Ascend and DeepSeek. Elad Gil presses the open-source risk; Helberg calls Meta’s efforts important but argues DeepSeek is “not really open source,” alleging that it lied about its compute capacity, has a billion-dollar cluster and distilled ChatGPT model weights. The strategic objective is not one licensing model but making the best American models widely used.

  • Nuclear is Helberg’s preferred route to a potential doubling of U.S. electricity production in the 2030s, but financing time is the decisive variable. Large plants cost dozens of billions and can take seven years; Gil notes that protests and regulatory delays can turn a five- or six-year build into twelve years, while interest and legal costs compound. Helberg favors faster permitting and a clear CFIUS path for trusted foreign capital, alongside natural gas and clean coal in an “all-of-the-above approach.”

  • The broader investment regime is meant to reward builders across every layer—energy, minerals, components, chips, data centers, models, apps and logistics. Helberg describes administration policy as “shock therapy” through deregulation, lower taxes and foreign investment, with autonomous transportation offering a way to leapfrog old infrastructure. Defense is another major spending area: global spending reached a record $2.7 trillion, but how governments allocate it will determine whether their forces are real capabilities or “paper tigers.”

Digest · the substance, structured for research

1. China’s factory-floor power begins with control of supply chains

  • Helberg starts with the exposed foundation beneath America’s innovation ecosystem: 90% reliance on critical minerals refined in China, reliance on semiconductors manufactured in Taiwan and a brittle system vulnerable to geopolitical disruption. Reshoring and partnerships with other countries are therefore prerequisites for letting U.S. builders keep building.

  • His causal chain extends beyond bilateral trade. China imports African raw materials, manufactures domestically and re-exports globally; Belt and Road and its influence across Africa and Latin America flow from being “the world’s factory floor.” Correct the trade imbalance, he argues, and the leverage in those third markets also weakens.

  • Gil’s useful clarification is that rare earths are not especially rare; deposits exist in the U.S., Canada and India. Helberg locates the bottleneck in refining: after announcing Made in China 2025 in 2015, China aggressively added capacity, flooded markets and squeezed competing refineries—including facilities in Tennessee, Arizona and Georgia.

  • The proposed defense is commercial structure, not scarcity rhetoric. The $750 million DoD partnership with MP Materials combines an anchor customer with a price floor, preventing China from depressing prices until Western competitors fail and raising them afterward: “We can fix that with offtake agreements.”

2. AI could shift the economy from consumption toward production

  • Helberg sees two forces arriving together: permitting, tax and energy reforms plus rapidly improving AI. America has long been 70–80% consumption-driven at times, with more than two-thirds of activity in services and roughly 10% in manufacturing; manufacturing’s GDP share remains flat, but he calls that a lagging indicator.

  • The leading indicator is CapEx above 2% of GDP, which Helberg says will “probably” double by next year. He cites analysis saying AI added a full percentage point of GDP in the last year; with the economy growing 3%, he calls that substantial. National energy demand is also rising for the first time since 2008, after total electricity supply had flatlined, while energy infrastructure, raw industrials and defense spending are emerging as major areas of activity.

  • Gil challenges the idea that service-economy maturation was inevitable, pointing to Germany and other Western industrial bases. Helberg agrees that America’s premise became self-fulfilling: globalization supplied “horizontal” growth, while the past seven years have brought renewed “vertical” growth through innovation.

  • His historical specimen is Britain’s First Industrial Revolution: despite its smaller population, industrial output per capita exceeded China’s by more than 50 times, while China fell from about one-third of world GDP in 1800 to 7.5% in 1913. Technology, not population or wage levels, is the variable he believes AI can reactivate.

3. Productivity—not layoffs—is Helberg’s base case for AI

  • Helberg reduces agentic AI to two outcomes: if one-tenth as many workers can perform a task, companies either shed labor or produce ten times more. He expects output expansion because any company that declines the opportunity will face a competitor that does not, while he argues that human wants are unlimited.

  • Jevons Paradox supplies the mechanism: when technology makes a resource dramatically more efficient, its relative cost falls and total demand can rise rather than shrink. His optimistic conclusion is that AI will not replace humans altogether; it will give workers “superpowers” and broaden what each person can produce.

  • That is the upside case behind Guo’s deliberately provocative question: “What if the economy was $45 trillion?”

4. Superintelligence reshuffles countries and technology stacks

  • The century’s defining event, in Helberg’s framing, is not “the rising of the East” but “the rise of superintelligence.” Early adopters could create a second great divergence, leapfrogging slow adopters while collapsing the cheap-labor advantage that supported developing economies for fifty years.

  • Europe is his warning case: its share of global GDP fell from 65% in the early twentieth century to roughly one-third in the 1980s and 1990s, then 15% today. He notes that Europeans blame the 1970s oil shock but argues that Europe missed the internet, digital and consumer-app waves—and says the AI Act and digital-services taxes keep Europe “shooting themselves in the foot.”

  • The Middle East is the “total plot twist.” Helberg says GDP per capita in the UAE and Israel is higher than France’s and adds that it is also higher than South Korea’s. Tech-forward leadership, capital and cheap energy could create a new kind of U.S. partnership. Compute projects there could help offset American energy constraints, provided frameworks prevent China from accessing the clusters.

  • Gil presses on Chinese open-source models, sovereign AI and state support. Helberg says Meta’s ecosystem matters, but the wider contest is distribution: countries may not need “super-fancy Blackwell chips,” yet whether they receive an NVIDIA-centered American stack or Huawei’s Ascend platform bundled with DeepSeek will shape global market share and influence. Helberg also argues that DeepSeek is “not really open source” because, in his account, it distilled ChatGPT’s closed model weights; he alleges that DeepSeek lied about its compute capacity and has a billion-dollar cluster.

5. Nuclear financing is the hinge between AI demand and energy abundance

  • Helberg has “no doubt” nuclear offers the best path to abundant power. He cites two centuries of correlation between cheaper energy and growth, notes U.S. electricity costs are half Europe’s and sees committed Middle Eastern capital as a possible source for productivity-enhancing domestic nuclear infrastructure.

  • Gil notes that nuclear still supplies roughly 17–18% of U.S. power despite the country having added roughly no capacity since the 1970s. He recalls five- or six-year projects becoming twelve-year builds, delaying revenue while interest, legal fees and overruns compound rather than rise linearly.

  • Helberg’s answer is policy certainty: shorten construction windows, reduce regulatory barriers and signal that CFIUS will permit trusted foreign investors into critical energy infrastructure. France’s roughly 75% nuclear share of total energy supply is his proof that meaningful scale is possible even under a heavy regulatory burden.

  • Helberg relays Elon Musk’s point that some statistics say data centers could require America to double overall electricity production in the 2030s—and reindustrialization might push demand higher. Guo notes commitments to large data-center projects in 2028 and 2029 and the possibility of matching a single large plant with a major data center. Helberg still pairs nuclear with natural gas and clean coal, but insists the route to scale “definitely runs through nuclear.”

6. A builder economy needs every layer, including logistics and defense

  • Helberg’s operating map is a layered pyramid: energy, minerals, component manufacturing, semiconductors, data centers, models and applications. He says the U.S. is in a good position at most layers, but minerals, components and chips remain the largest exposure points.

  • Transportation is another strategic area. China’s Belt and Road links African extraction, Chinese refining and global exports; Helberg wants the U.S. to reconsider the kind of large transportation and logistics investments it once made through projects such as the Panama Canal, using autonomous systems to “leapfrog old infrastructure.”

  • Global defense spending has reached a record $2.7 trillion, with 60% coming from the U.S., China, Russia, India and Germany. The “trillion-dollar question” is what they buy: Ukraine shows AI and autonomy changing battlefield outcomes, while poor allocation can leave militaries as “paper tigers.”

  • Helberg characterizes the administration’s last six months as “shock therapy” for domestic building—faster permits, lower taxes, deregulation and foreign capital. The aspiration is a builder-friendly country whose policy environment makes America “the best destination for capital.”

Sarah Guo

Today, Elad and I are here with Jacob Helberg, the Under Secretary of State designate for Economic Growth, Energy and the Environment; co-founder of the Hill & Valley Forum, which connects Silicon Valley to policymakers in D.C.; and author of the book The Wires of War: Technology and the Global Struggle for Power. We talk about what America needs to change about its global supply chain, why nuclear is the key to energy abundance, the return of American manufacturing, and superintelligence as a means for productivity and economic growth. Jacob, thanks so much for being here.

Jacob Helberg

Thanks for having me.

Very exciting, in terms of your new role as Under Secretary for Economic Growth, Energy and the Environment. Can you start by telling us a little bit about what your initial agenda is or what you're excited about?

Jacob Helberg

1. Securing Fragile Supply Chains

A few of the topics that I discussed in my opening statement at my Senate confirmation are focused on securing our supply chains. Our economy is extremely over-reliant on a supply chain system that's very brittle. We have 90 percent reliance on critical minerals that are refined in China and on semiconductors that are manufactured in Taiwan.

We have one of the best innovation ecosystems in the world, but that innovation ecosystem is sitting on top of a supply chain system that is very exposed to potential geopolitical disruptions. Helping move the needle to forge new partnerships with other countries to secure that is indispensable, as well as supporting ongoing efforts by the administration to reshore as much as we can right here in the U.S. That would really go a long way toward giving our builders the tools they need to do what they do best, which is build products people love that are disruptive and help grow the American economy.

Elad Gil

What are some of those things that you think are most important to reshore? I think you also have a broader purview of the anatomy of the U.S. economy changing and mutating. Could you give us the big picture and then the specifics in terms of how you think things are shifting, and what you think is most important to bring back?

Jacob Helberg

2. The CapEx Economy

One of the fascinating things about this current era and decade that we're in is that we're really seeing the juxtaposition between the macroeconomic effects of the policies implemented by the Trump administration and incredibly powerful technological shifts, especially in artificial intelligence.

President Trump came in and instituted a blitzkrieg of policy reforms, fast-tracking data center permits. On day 1, he rolled out an executive order to unleash American energy and facilitate and support a surge in production capacity for energy sources like oil, gas, and nuclear, as well as clean, beautiful coal, as he says.

The net effect of all these different policies, combined with incredibly fast-paced progress in artificial intelligence, is changing the makeup of our economy. We're starting to see that in the data. For a long time, the American economy was primarily a consumption-driven economy. At different points in time over the last few decades, we've been between 70 and 80 percent consumption-driven. More than 2/3 of our economy has been entirely driven by services, and about 10 percent has been manufacturing.

We're starting to see those numbers move. The manufacturing makeup of our economy as a share of GDP has remained roughly the same as of now, but that's a lagging indicator. The more interesting one is that we're seeing massive CapEx investment, as you guys know, that has really picked up in a statistically significant way.

It's over 2 percent of GDP right now, and it's probably going to double by next year. Part of that is the result of tax incentives. Part of it is just making it easier to get permitting, because, as you guys know, a lot of this stuff boils down to how you compress the window when you want to make a CapEx investment.

Businesspeople make a decision about whether it's going to take 7 years or 5 years to actually get something up and running. Compressing that window as much as possible really moves the needle.

Elad Gil

Are there common areas of CapEx that you're seeing in particular? Is it defense, space, industrial, other types of manufacturing, or biotech? I'm curious if there's a clear breakdown of—

Jacob Helberg

I've seen analysis that basically says that it's added a full point of GDP just for AI in the last year, which is a lot because the economy grew 3 percent. If a third of that came from AI infrastructure, that's a lot.

Energy infrastructure is another really big one. For the first time since 2008, we're actually seeing an uptick in national demand for energy. Our total electricity supply has flatlined since 2008, which is an interesting statistic that I've recently come across, and now we're seeing that trend change.

The other one is raw industrials, so things like mineral production. The DoD has forged a strategic partnership with a firm called MP Materials for $750 million to reboot domestic rare-earth magnet production.

The last one is one that you touched upon a lot: we're seeing a global trend across the world where governments are spending a lot more on defense. A record high was reached this year, with $2.7 trillion in global spending on defense. Sixty percent of that came from very large countries like the U.S., China, Russia, India, and Germany.

The big trillion-dollar question is: What will they spend that money on? The answer might actually define the shape of hard power in the 21st century. As you guys know, a government is a little bit like a company. If you don't allocate capital efficiently and actually end up wasting it, you could have a situation where some of these governments have militaries that are paper tigers.

You're seeing a little bit of a window into this in Ukraine, where AI and autonomy are really changing outcomes on the battlefield. Those different trends are incredibly fascinating to watch.

Sarah Guo

What made you decide that you wanted to make supply chain security one of the primary things you addressed early? How does the vulnerability to China and others for minerals and components end up mattering?

Jacob Helberg

3. China’s Manufacturing Leverage

That's such an important question. The answer is that China is obviously a systemic rival. Some people say it's an adversary. Regardless of the flavor that one wants to characterize it with, they're definitely a rival. They have a fundamentally different view of how the world should be run than we do.

A lot of what they have been doing internationally to compete with us really flows from the fact that they are the world's factory floor. Their presence in Africa—I'm sure you guys have read articles lamenting how China has taken over Africa—they're all over Latin America, and they have the Belt and Road Initiative.

All of that is a by-product of the fact that they produce the lion's share of the world's manufacturing output. They import raw materials from Africa, manufacture them in China, and re-export them everywhere else. If you solve the trade imbalance issue with China, you actually address all of the peripheral issues with their influence in these third markets.

It's a national security issue to do that because their footprint in some of these places has proven problematic. But it's also good for our companies because, as we've seen with their export controls on rare-earth magnets, the last thing we need as a country is for our best companies to beg Beijing for permission to get licenses for rare-earth magnets in order to manufacture cutting-edge technological products.

Elad Gil

What's the solution to that? If you look at rare-earth minerals, for example, magnets are sort of a subset, and they actually aren't that rare, right? There are huge deposits in Canada, big deposits in the U.S., and deposits in India. Fundamentally, they're not actually rare, but they're called rare earth. They're fundamentally mined in a small subset of countries that have access to them.

Should the U.S. be changing its mining policy around this? Should we be—should Canada? I'm curious how you think about addressing that, because there are a few different ways to approach it. One is just to mine more in certain places.

Jacob Helberg

China only emerged as a rare-earth mining superpower about 10 years ago.

Sarah Guo

Oh.

Jacob Helberg

It came out in 2015 with its Made in China 2025 plan. From that date onward, we actually saw China's refining activity of rare-earth materials skyrocket.

They pursued a very aggressive industrial policy to build refinery capacity in China, and they started to flood the market, which sank the price and started to really squeeze refineries located in the West, Australia, Canada, and the United States.

Jacob Helberg

We actually have refineries. Historically, we have had refineries. There’s a huge refinery in Tennessee, and there are refineries in Arizona and Georgia. So the solution to help put the genie back in the bottle is, I think, actually the DoD’s deal with MP Materials, which offers a good template: you need an anchor buyer and an end customer, and you need a price floor.

So you need to agree with the supplier, in this case MP Materials, on a floor for a price, because what happens with these big offtake agreements, when a Western refinery tries to compete with China, is that China will artificially sink the global price, depress it in order to put Western alternatives out of business, and then raise the price again, which is classic monopolistic behavior. We can fix that with offtake agreements and a price floor, and I think the MP Materials–DoD deal offers a good blueprint for that.

Elad Gil

When you project forward, as you’re talking about some of the leading indicators on CapEx and what’s possible in terms of reengineering trade flows, if it’s not just consumption, what do you imagine the makeup of the American economy can be in terms of manufacturing and other elements over the next 10 years? I think a lot of people took it as a given: “Oh, American labor costs are just too high; it’s a service economy now.”

Jacob Helberg

4. AI Rebuilds American Industry

In school, they used to teach us that it was almost part of a natural evolutionary process: when you reach a mature stage in economic development, your economy evolves into a service economy, and it’s just the natural order of things. And I actually think AI offers advanced economies, so to speak, a massive opportunity to violate that narrative.

Elad Gil

Isn’t that narrative traditionally violated by Europe as well? So if you look, for example, at the German industrial base or—

Jacob Helberg

Totally.

Elad Gil

There are lots of examples in the Western world where that didn’t happen—

Jacob Helberg

Yeah.

Elad Gil

The underlying premise was something that became self-fulfilling in the US, but didn’t necessarily translate into a number of other Western economies at all.

Jacob Helberg

Completely. I think the fascinating thing is, as you guys know, in Peter Thiel’s *Zero to One*, he talks about how you can either compete vertically or horizontally. Horizontally is globalization; vertical competition is innovation. And I think the basic paradigm is that, for a lot of the 2000s, we were really growing our economy horizontally through globalization, and we weren’t really growing a whole lot vertically.

The interesting thing is that over the last 7 years or so, I would argue, vertical growth has actually picked up a lot. And to really appreciate the potential impact that AI can have on productivity, if we increase productivity, it will totally erode the competitive advantages in labor costs that developing countries have. We have an opportunity to reindustrialize.

To appreciate the extent to which AI can give us that opportunity, I think you can look at history and the First Industrial Revolution, when industrial output in Britain rose because Britain industrialized and China at the time did not. It’s an interesting comparison because Britain was obviously a tiny country from a population standpoint and a much more advanced country than China. But because of technology, Britain had an industrial output per capita that was over 50 times the industrial output per capita of China.

Britain’s GDP far surpassed China’s. China’s GDP in the 1800s totally collapsed. It went from being about a third of the world economy in 1800 down to about 7.5% in 1913. So it just shows the power of technology.

Today, you can see differences between Israel and Nigeria. Nigeria is a huge country from a population standpoint, and Israel, a tiny country that’s smaller than New Jersey, has a bigger GDP and a stronger military, and it’s all because of technology. So the people who say that we can’t reindustrialize because China has a bigger population or our people are more expensive, I think are totally missing the plot.

I believe that AI will, far from replacing humans altogether, actually give workers superpowers and massively increase productivity. And I’ve become somewhat fascinated with this macroeconomic theory called Jevons Paradox, which is the basic economic principle that when you have a technology that massively increases efficiency, demand for a resource actually increases. It doesn’t decrease because the relative cost of that resource goes down. So that’s my basic take—my optimistic take—on manufacturing in America.

Sarah Guo

So I feel like you are perhaps the first policymaker I’ve talked to whose first instinct on AI is that it’s about productivity versus addressing some very real risks. But you said to me, “What if the economy was $45 trillion?” Right? There are historical analogies for that kind of increase in productivity. But as you also recognize, it’s not the dominant narrative today around AI. What do you think will help more people see that opportunity, or what do you think they should understand about that potential productivity gain?

Jacob Helberg

Yeah. I guess the way that I would frame it differently is, if you believe that agentic AI is going to make each individual worker able to do a lot more stuff, if you’re a company or if you’re a country, you’re basically looking at 2 outcomes. If you’re a country with a GDP of $10 trillion, and all of a sudden you only need a tenth of the workers to perform the task that 100 workers previously were able to perform, you either need a lot fewer workers, or the totality of your workers will produce 10 times more.

And I actually think companies will choose to increase output because, if they don’t, their competitors will. If you believe, from a first-principles standpoint, that human wants are unlimited—which I would argue they are, just look at everything we consume today compared to our grandparents—I think we’re looking at a world that’s just going to produce a lot more stuff.

Workers will do a much bigger range of things because of AI. So I’m actually quite optimistic about the future of work.

Elad Gil

You’ve talked a little bit about this being the superintelligent century. Could you explain what that means? Has it started? Is it about to start? How do you think about that concept?

Jacob Helberg

5. The Superintelligence Century

We’re starting to see the contours of a totally new world. If you think about the narrative 10 years ago, it was that the 21st century was going to be the Chinese century, or the century where the East rises, so to speak. What it’s proving today is that the defining feature of this century is not the rising of the East or the rise of China. It’s really the rise of superintelligence.

And the way we’re seeing this change the global landscape is, first, we’re likely to see a second great divergence. For the first time since the First Industrial Revolution, I think we’re going to see the economies that are first movers in integrating AI into their economy reap massive productivity and growth benefits and start to leapfrog the rest of the world that’s lagging in AI adoption.

Number 2, a byproduct of this is a collapse of the cheap-labor advantage that a lot of developing economies have benefited from for the last 50 years. The third big feature, which really hasn’t been discussed a lot in the press, is that Europe’s economy has been collapsing.

The narrative today isn’t that China is rising. The plot twist that no one saw coming is that it’s actually Europe that’s completely collapsing. Europe’s economy went from being 65% of global GDP in the early 20th century to roughly a third in the 1980s and 1990s, and now it’s down to 15% of global GDP.

Elad Gil

What are the drivers of that? Are there specific policy things that happened, specific decisions?

Jacob Helberg

The Europeans blame it on the oil shock of the 1970s, but that was 50 years ago. Reasonable people have different takes. I would argue that they missed the boat on a lot of really big technological revolutions. They were very late to adopt the internet. They were very late to embrace the digital and internet revolution and the consumer app revolution.

And now, with the AI Act that the EU passed and the digital services tax, they just keep shooting themselves in the foot. I think the AI Act is basically single-handedly ensuring that Europe will not be a first mover in AI because it’s now subject to this incredibly punitive set of rules.

That’s actually a great segue to another interesting feature, which I find to be a total plot twist: the part of the world we’re really seeing surge is the Middle East, which is just really interesting because GDP per capita in the UAE and Israel is higher than in France today, which is wild.

Jacob Helberg

It's higher than in South Korea. And so you're seeing parts of the Middle East actually emerge in completely unexpected ways. I think in the West, we've long talked about the Middle East as a war-torn region, a region that struggles with all kinds of geopolitical instability issues and regional conflicts, and you're seeing a totally new Middle East emerge.

You're seeing leaders in the Middle East that are super tech-forward. A silver lining of the recent conflict is that Iran's influence in the region being greatly diminished actually paves the way for a much, much more peaceful region that's not being held hostage every day by terrorist groups. So I find the Middle East fascinating.

The last 2 features are that I think the US and China are going to be locked in a very aggressive race to control the scaffolding of the AI architecture for the world. Obviously, the rest of the world at one point or another will need to import intelligence. A lot of them will not need the super-fancy Blackwell chips; they'll need the normal stuff. But who sells them that, whether it'll be NVIDIA or Huawei, will really make a huge difference.

Both companies and the Chinese will definitely bundle the stack, so they'll have AI out of the box with the Ascend platform, DeepSeek, and all of these Chinese tools. The Chinese are very good at aggressively competing for market share. So, obviously, having a strategy to compete in the Global South and third markets will be important. And the last is the one that we talked about earlier, which is the global rearmament across the world.

Elad Gil

How do you think about open source in that context? Because really, a lot of the Chinese companies are pushing open-source models, and those are ones that can be optimized in all sorts of ways by enterprises and others, by governments, et cetera. There's a lot of sovereign AI rising.

In the US, obviously, we have Meta as a champion for open source. In Europe, there's Mistral. But my sense is that there's a lot of Chinese government involvement in some of these open-source models in terms of funding them, promoting them, or accelerating them. What role, if any, do you think the US government should play in our own sort of open-source AI ecosystem?

Jacob Helberg

Well, I think we need to have a strategy to figure out how we promote the American stack overseas, and whether that's through open source or through other models. I would argue, again, reasonable people have different takes on what happened with DeepSeek. I think the basic takeaway of how DeepSeek achieved its performance was incremental efficiency gains. They lied about their compute capacity because they have a billion-dollar cluster, and they distilled ChatGPT's model weights.

So while DeepSeek is open source, I would argue it's not really open source if they stole the model weights from a model that is closed source. With that being said, it will definitely be an integral part of China's strategy to try to get market share by using the open-source ecosystem. In that sense, I think Meta's efforts are very important.

But I think having a holistic approach to making sure that we have the very best models and they're as widely used is super important.

Sarah Guo

What do you think is the relevance of the Middle East, given their level of investment and this set of leadership that's very forward-leaning on AI? I want to go broadly into energy, but what about the availability of energy for gigawatt data centers there? And, plus, in this fight, right? Is it a swing vote? Is it the capital that matters? Do you believe in these compute partnerships? Should they be a closer ally?

Jacob Helberg

Yeah. Well, I think the Middle East actually has the potential to be a completely new kind of partner for the US. First of all, they actively say they want to move in a much more pro-American direction, which is obviously a good start. Second of all, as a country, we're energy constrained, so we can expand our energy supply, and obviously, the administration, along with the private sector, is actively working to do that. But that's going to take time.

And so if we want to move really fast, working with partners that have abundant, cheap energy offers our companies an opportunity to actually compete on raw energy power, combined with compute and speed, against China's approach. The trick there is really going to be finding the right framework that satisfies the security concerns that national security professionals have in Washington.

Some of those concerns include making sure that China doesn't get access to those clusters. But I think it's eminently doable, and ultimately, I know that this is something that the administration is looking at closely.

Sarah Guo

Maybe we can move to that then, given that we're at, at best, low-single-digit actual energy production growth in the US right now. People have said numbers like we need to double energy production in the United States, maybe beyond that if you believe we're going to be a manufacturing hub again. What's a feasible way to get there and close that gap?

Jacob Helberg

6. Nuclear Enables Energy Abundance

I think we need nuclear energy. There's no doubt in my mind that nuclear energy offers the best path. And this is where a partnership with the Middle East could also be very interesting, because the president has done a superb job securing very, very large foreign investment commitments in the United States.

There's a lot of room for those commitments to be channeled toward productivity-enhancing areas, and I would argue that energy—nuclear energy infrastructure—is a productivity-enhancing area because it makes our electricity and energy supply more abundant and cheaper. We know from 200 years of history that there's a direct correlation between the cost of energy and economic growth.

The cost of electricity in the US is half of the cost of electricity in Europe, and we see that difference play out in GDP growth. The challenge is that large nuclear plants that actually produce a lot of energy take a lot of CapEx. They're dozens of billions of dollars. They also sometimes take 7 years to build.

Now, the administration is doing a superb job at taking a very hard look at regulations and figuring out ways of actually compressing that window. But it's still very capital intensive, and so working with partners, including in the Middle East, to make sure that we actually get those projects capitalized could really move the needle.

Elad Gil

I think it's kind of interesting because, in the US, we're still at 17% or 18% nuclear power—

Jacob Helberg

Yeah, that's right.

Elad Gil

—from the perspective of the overall base, and we haven't really added any capacity, roughly, since the '70s.

Jacob Helberg

Yeah.

Elad Gil

Fifty years later, we're at, like, 17% or 18% of all of our output, which is kind of amazing, with minimal accidents and high safety profiles—

Jacob Helberg

Yeah.

Elad Gil

—clean energy. It's dramatic that that didn't really take off as an energy source. What do you think is the path to actually deploying more nuclear? Because I know that there are some initiatives from the DoD, and there are some initiatives more broadly from the government. Is there an initial entry point or starting point to actually start to rebuild our nuclear industry, or do you think it's still TBD in terms of the right policy approach?

Jacob Helberg

I think it really starts with policy uncertainty. Compressing the window has a huge impact on the cost analysis that—

Yeah.

Jacob Helberg

—a lot of investors make when they decide whether or not to invest. And then, as far as pockets of money go, there are a lot of—

Elad Gil

Yeah. Sorry to interrupt, but—

Jacob Helberg

Yeah.

Elad Gil

—but to pause really quick on that first point: I looked into this years ago, and I remember seeing that a lot of the cost of nuclear is actually financing costs and overruns. You start building a plant, there are protests and other things organized against the plant, and other regulatory red tape suddenly crops up. A 5- or 6-year project suddenly takes 12 years, and you have huge CapEx loans that are put out against that.

And so, to your point on the timeframe, A, you're losing time on ramping up the actual plant, right? You start producing energy later and making money later. But also, those delays are incredibly costly from a financing perspective.

Jacob Helberg

Yeah. And as you know, when you have delays like that, the costs compound because you're paying interest on loans and legal fees. It's not even just a perfectly linear extension of the cost. Your costs actually go up on a compounding curve.

The time value of money with nuclear energy investments is actually super valuable. One of the ways in which the US government has an opportunity—and, if confirmed, I hope to help play a role—is through a government body called CFIUS, which has historically scrutinized foreign investment in critical infrastructure, including nuclear facilities.

Jacob Helberg

My hope is that there's an opportunity to actually create partnerships with strategic foreign investors to absorb foreign investment and use that capital to boost our domestic energy supply. Because there is so much capital that's been committed, it would be beneficial for the country to use some of it to expand our overall electricity supply.

Sarah Guo

Would you imagine the administration being more directive in this area? Because if you look at some of the analogies, it doesn't have to take a decade to build a nuclear plant, including in first-world countries like South Korea. They chose reference designs, and they made industrial policy about it. How do you think about the feasibility of that sort of directed investment in the US?

Jacob Helberg

Yeah.

Sarah Guo

I think it's very promising to me that even the scale and shape of demand really matches nuclear in the US. I look at data center demand all the time, but people are very committed to large-scale data center projects in 2028 and 2029. That's not quite long enough, but you have the desire to build data centers that actually take all of the energy from a single large nuclear plant. The matching problem should give us a huge advantage here.

Jacob Helberg

I mean, I think it's eminently doable, and I actually think it's doable with just the right incentives. I think there isn't even that much state-led direction that's necessary. If you really reduce the regulatory barriers and the costs, you can create the right environment to direct a lot of that capital.

Then the government has to signal to the market that the Committee on Foreign Investment in the United States, or CFIUS, will not block foreign investment from trusted partners into this sector. Energy has historically been considered, rightfully so, critical infrastructure, and therefore foreign investment is subject to all kinds of scrutiny. But we can channel investment from trusted partners into this sector to grow our energy supply.

The one point that I'd add is that the one thing France got right in the last 45 years is that it actually gets 75% of its total energy supply from nuclear. They don't have natural gas like we do, and they don't have oil rigs like we do. We're very blessed as a country because we have a lot of resources.

But they prove that even in a country that has an insane regulatory burden, you can get really statistically meaningful amounts of electricity from nuclear. Elon rightfully pointed out that some statistics say our data center capacity will require us to double our overall electricity production in the 2030s. I think it's possible to do that, and, Sarah, you pointed out that if we want to reindustrialize, those numbers might even be higher, and that's totally true.

The way we get there definitely runs through nuclear. It also runs through natural gas and clean coal. I think we really need an all-of-the-above approach, but nuclear provides a massive amount of very low-cost energy. Whatever we can do to turbocharge that would be very meaningful.

Sarah Guo

One last question for you on what other parts of the economy you focus on. There's energy, there's obviously intelligence, and there are inputs like rare-earth magnets and minerals. What other domains do you think are essential for competitiveness from a security or strategic perspective?

Jacob Helberg

7. The Strategic Supply Chain Pyramid

I tend to think of my work as being very supply-chain-focused because it gives me a mental framework for thinking about these issues holistically, by looking at the supply chain as a layered pyramid that includes energy, minerals, component manufacturing, semiconductor manufacturing, data centers, models, and apps.

As a country, we need a strategy that's holistic across the different layers of the supply chain. We're actually in a really good position at most of them. We have abundant energy, although we need to increase our supply. Our biggest exposure points are component manufacturing, semiconductor manufacturing, and minerals, and there's a lot that we can do to move the needle there.

Jacob Helberg

Transportation logistics is another really interesting area where policy can actually play a role. The Chinese have been masters, through their Belt and Road Initiative, at having a supply chain plan that includes a global transportation and logistics network to get minerals from Africa back to China, refine them in China, and export them back everywhere else.

I think we need to do what we used to do with the Panama Canal: make these big investments in transportation and logistics infrastructure. The president's appetite for having a very robust economic policy agenda is exciting because it gives us an opportunity to take a hard look at things that, as a country, we haven't done in a while, including reimagining how we move goods in a supply chain system that looks different from the one that we have today. We can use technology to leapfrog old infrastructure. We can use autonomous technology to leapfrog old infrastructure, so I think there's a lot of opportunity there.

One last question for you, Jacob. We have a predominantly tech-focused audience. What should they understand about the way they should interact with the administration and the administration's stance on the technology industry's role in economic growth over the next few years?

Jacob Helberg

Sure. Part of what we've seen over the last 6 months is that this is fundamentally a builder-friendly administration. We have a builder in the White House, and that's really been reflected in the policies rolled out.

Fundamentally, the policies of the administration have amounted to shock therapy to help facilitate building in America as much as possible: removing roadblocks through deregulation, lowering taxes and the tax burden, and promoting foreign investment in the US. Ultimately, the job of the White House is to empower builders as much as possible and make America the best destination for capital. I believe that we've fundamentally already started achieving that.

Sarah Guo

Amazing. I think your view that America can be a country, potentially, of builders rather than just services is also really compelling in terms of broader opportunity.

Jacob Helberg

David Sacks and I hosted an AI summit with the president not too long ago, and it was incredibly inspiring to see the president declare that America would win the AI race. In that statement, he acknowledged that we were in a race, and he declared that America started the race and that we're going to win it.

It's inspiring because, in a way, it was reminiscent of John F. Kennedy's moon speech. That's the kind of optimism, bullishness, and boldness that we need from the White House, and I think it's eminently reflected in policy. This is a pro-builder administration.

Great. Thank you, Jacob.

Jacob Helberg

Thanks so much for having us.

Reshaping America’s Economy for the Superintelligence Century with Jacob Helberg | BidClub