AI’s Power Problem

27 Oct 2025 · 26 min

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In short

Podcast Episode Summary: AI's Power Problem

Podcast Details

  • Title: Motley Fool Money
  • Hosts: Tim Beyers
  • Guests: Nick Sciple, Seth Jayson
  • Producer: Anand Chokkavelu
  • Engineer: Dan Boyd
  • Release Date: October 27, 2023
  • Episode Focus: Discussing the energy demands of AI and potential solutions.

Overview In this episode of *Motley Fool Money*, the hosts delve into the significant energy demands driven by AI and the challenges of meeting this demand sustainably. They explore current investments in power infrastructure, the role of nuclear energy, and play a game called "Faker or Breaker" regarding various nuclear technology companies.

Key Discussions

The AI Power Demand

  • Current Landscape:
  • AI, alongside cloud computing and crypto, necessitates substantial new power generation capacity.
  • According to ICF, an estimated 80 gigawatts of new capacity must be added annually.
  • Shift in Energy Consumption:
  • From 2005-2020, energy consumption in the U.S. grew only 0.1% due to efficiency improvements and economic shifts.
  • Projections indicate that by the end of the decade, data centers will account for 9-12% of overall electricity demand, significantly up from less than 2%.

Challenges and Opportunities

  • Energy Infrastructure:
  • A need for a diversified energy portfolio, including renewables, nuclear, and potentially gas turbines to meet the new demand.
  • Concerns about the feasibility of meeting energy demands quickly enough, given the existing infrastructure limitations.
  • Nuclear Technology Discussion:
  • Interest in small modular reactors (SMRs), which are smaller and can be manufactured more efficiently compared to traditional large reactors.
  • Amazon plans to fund a facility with 12 SMRs, showcasing the commitment to nuclear technology.

Game

Faker or Breaker

  • Companies Discussed:
  • Oklo (Ticker: OKLO): Considered a "faker" due to lack of proven track record.
  • New Scale Power (Ticker: SMR): Also a "faker" despite being a first mover in SMRs and having some revenue.
  • Nanonuclear Energy (Ticker: NNE): Labeled as a "faker" due to lack of substantial evidence of progress.

Insights on Nuclear Energy

  • SMRs as a Solution:
  • SMRs can potentially be located near facilities (behind-the-meter), minimizing competition for grid power.
  • These reactors aim to reduce the construction challenges faced by traditional nuclear plants by employing standardized processes.
  • Challenges:
  • Infrastructure and regulatory hurdles remain significant.
  • Historical issues with delays and budget overruns in nuclear projects still loom large.

Conclusion and Future Considerations

  • Looking Ahead:
  • The energy landscape is evolving rapidly, and more investments will be necessary to meet the increasing demand from AI and other technologies.
  • The next decade is critical for developing sustainable energy solutions. The military's interest in SMRs may present opportunities for faster developments in the future.

Key Takeaways

  • Energy Demand Growth: A significant increase in energy demand from AI and data centers necessitates a proactive approach to developing new power sources.
  • Nuclear's Potential: Small modular reactors may play a crucial role in meeting future energy needs, but their viability and efficiency must be validated.
  • Skepticism Required: Many emerging companies in the nuclear space lack proven results, and caution is advised when considering investments in this sector.

Companies Mentioned

  • NUE (Nucor Corporation)
  • GEV (GE Vernova)
  • OKLO (Oklo, Inc.)
  • MSFT (Microsoft Corporation)
  • DXCM (Dexcom, Inc.)
  • NNE (Nanonuclear Energy)
  • SMR (New Scale Power)

---

For further insights and discussions, tune in to future episodes of *Motley Fool Money*.

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Transcript

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0:04Which AI companies are getting a power up? You're listening to Motley Fool Money.

0:20It is Monday, October 27th, and I am your host, Tim Byers. With me, our longtime fool's Nick Seipel, who also supports our Canadian services. And Seth Jason has been covering emerging tech as long as I have, maybe longer. Both have forgotten more about power and the energy markets than I will ever know, which is why it's great to have both of you here. Today, we want to talk about a different element of the AI story. And it's all AI all the time, and it's exhausting. But we need to talk about how and where we'll get all the power needed to make sure our soon-to-be robot overlords are serving us well.

0:57So, Nick, let's start talking about the AI power problem here. I wanted to see you up with this. Apparently, we ought to be adding 80, I guess it's gigawatts. I don't know if it's gigawatts or gigawatts. I can't get any of this right. But of new power generation capacity, a year to keep pace with AI, as well as cloud computing, crypto, industrial demand, and electrification trends. And this is according to a consulting and technology firm, ICF. That sounds big. I mean, is this doable? one. If we do it, how do we do it? It is doable, but they say the most dangerous words in investing are this time is different.

1:43When it comes to the US power grid, the arrow entering is different than the one we've been in for the past, call it 20 years. If you look from 2005 to 2020, energy consumption in the US grew just 0.1%, essentially flat for the better part of two decades. There were increases in electricity demand that were offset by things like efficiency improvements, structural changes in the economy. You've heard folks talk about the U.S. shifting from a manufacturing economy to a service economy. All that has reduced the load needed on the grid over the past 20 years. Here, as we enter the decade of the 2020s, that is changing with the emergence of AI in 2020.

2:23Data centers as a portion of the overall electricity demand for the U.S. grid were less than 2%. Now, if you look at current estimates out there, expected by the end of the decade to be somewhere between 9 % and 12 % of overall electricity demand. So, we've gone from a regime where we've kind of been treading water, maintaining the current grid, to now we've had a new source of load coming on from AI that we're scrambling to meet that demand. That's why you're seeing basically all hands on deck, whether it's Google signing deals for hydropower, Microsoft signing deals for renewable, reactivating existing nuclear plants, and what we'll talk about later, increasingly moving towards new small modular reactors, all trying to address the needs that are coming to the grid from AI.

3:08So, Seth, you're my guy that I rely on for the reality check here. So, tell me how big the gap is between what we say we're going to do with AI and bringing new AI capacity, I'm sorry, power capacity online to service all of this AI? Like how big is that gap? And that's the big question mark, right? Yeah. What's the cold cup of coffee here? Right. That's the question mark. If you look at what is being pledged to be built, it's probably much bigger than that 80 gigs that you said. I mean, every week, Nick had the greatest line about this. Every week, these AI CEOs are playing the congratulations, you said the biggest number game.

3:48I want to point out that they actually sell doom as part of the PR they do. When they say, oh, AI is an existential threat, they're really trying to tell you that's how good their AI. When they try to tell you that AI is going to use up all the power, they're really trying to convince you that that's necessary. Now, we've seen a huge increase in demand. Some of these data centers really do suck an enormous amount of power compared to prior ones. You're talking about even smaller ones, a hundred megawatts or something small compared to what they're promising using as much as entire towns used to use.

4:22Um, and so this is really incredible. And then when you look at the product we get out of it, you might be kind of, it's hard to be like, do we really need like AI videos? Do we need to use a, you might ask yourself that question. So one of the things I think we don't know, and we won't know until we're kind of in the middle of building this is how much demand there is really going to be. The reality is that electricity is really expensive, even if you cut a sweetheart deal with somebody to get it cheaper, which most of these data center companies do. But as you both know, and everybody out there listening knows, AI efficiency is also a real thing.

4:59Every time NVIDIA comes out with a new kind of era of chips, it uses a lot less energy. And then there's always software and other optimizations they're doing constantly every year so what you have is basically two curves and they're kind of like kind of picture them maybe as hockey sticks maybe not but they're kind of exponentially growing right now you don't know when they're going to flatten into s curves but where they cross over one of them is like electrical demand from ai the other one is is power generation that can survey we don't actually know that and so right now they're leaning heavily out of trying to get gas to do most of this because that's the easiest way to get a reliable baseload.

5:39But GE Vernova, they have a three-year backlog, four-year backlog right now in turbines. And by the way, they're publicly saying, we're building capacity, but not that much capacity because we don't want to spend too much building capacity and overbuild capacity. We'd rather keep our fat profit margins. Thus, everybody is saying, we got to go back to nuclear. Yeah. So GE Vernova, ticker is GEV. And when you're referencing this, just to be clear, because I'm a dummy about this, when you say gas, you're talking about gas turbines. Gas turbines. And there are other makers. GE Vernova is one of the premiers.

6:17And if you're in the US, you're going to try to buy from them because you're probably going to have to pay a heck of a tariff on anything that comes from overseas. Yeah. All right. So Nick, I have heard a lot from both of you in the prep for this. There is a whole boatload of discussion about nuclear. So I'm going to give you another stat here. Apparently, this is Amazon saying that they have a cat. This is called apparently the Cascade Advanced Energy Facility. This is in Washington and it'll be built by apparently a utility called Energy Northwest. Amazon is going to fund this. It's going to deploy 12 small modular reactors.

6:54I guess these things are called SMRs. Tell me what an SMR is. Should I care? Where are we on the nuclear spectrum here? Yeah. Small modular reactors, as the name might describe, are smaller reactors than your traditional large-scale nuclear reactors of the past. Just for context, one of these large reactors, probably about a gigawatt of electricity generation. These small modular reactors, You're looking at 300 megawatts. And last, there's also microreactors that are in the 10, 20, 30, 50 megawatt range, significantly smaller than these historical large nuclear plants. The idea with these small modular reactors is that you can manufacture the components at a centralized manufacturing hub and then ship those to the construction site and assemble them there.

7:46That saves some of the having to reinvent the wheel every time you invent one of these nuclear, every time you build one of these new large-scale nuclear plants. One of the issues that we've seen, at least with reactor construction in the U.S. going back the past 20 years, is these plants, because of the bespoke nature of them and that you're spinning up the nuclear workforce to support them each time you build one, tends to run a lot longer than the original estimates for deadline and also come in significantly over budget. The hope is with these small modular reactors, you can get some of those costs under control, get an order book in place, and start to get some of that learning curve to bring down the costs.

8:26That's something that, if you look in other markets like China, they've been able to build nuclear reactors back to back to back using the same workforce and bring down costs over time. The U.S. hasn't had that same success, but the hope is with these new small modular reactors, you'll be able to do that. Now, there's dozens of designs out there, and you see more of them coming public in the public markets almost every week, it seems like, in the past month or so. However, the companies that look most interesting to me are these private companies. X-Energy is one of those you talk about. That's the company supplying the small modular reactor for Amazon.

9:01Amazon's certainly supporting this, but it's actually not going to be the first-of-a-kind deployment of the X-Energy reactor. The first of those is going to be with Dow Chemical in Louisiana. They have the construction permit. is now under consideration by the Nuclear Regulatory Commission, expects to have a final decision on that by November of 2026. And if they can get that moving forward, then Amazon looks like it's going to have them an order book in place as we move into the 2030s to hopefully bring those costs down and start stamping these things out. And we're looking here at behind the meter, right?

9:33We're talking about co-locating. Is that one of the differences with the modular reactors. The idea that instead of this thing being out there on a grid or something, and everybody can maybe get some of it, that some of these will be stuck next to the factory, kind of like they might have their own battery backup or something, kind of behind the meter, right? So that they have their own load provider right there. That's some of the story with this, right? Yeah, that's an important factor as well, right? You can fit these on existing sites near the data center, and you get around competing with the retail electricity customer for this electricity.

10:11That's one of the challenges of attaching these large data centers to the grid, is all of a sudden you're adding this additional large load that is competing with you and me trying to have hot water and keep the lights on and watch Monday Night Football and that sort of thing. To the extent that these large tech companies can fund these reactors, have them behind the meter, have them where they actually own the power, it can potentially get around some of those conflicts. We should point out that grid hookups for data centers, the lead time on those is right now a lot longer than even getting a gas turbine.

10:45It might take you three years to get a gas turbine. It might take you five years to get a grid hookup. That's where we are right now. I want to make sure I understand this properly. The idea here is behind the meter, meaning not on the grid that's what we're talking about am i am i hearing you right in some cases yeah in some cases that won't be the case like like up in canada where they're adding to an existing nuclear plant with smrs those are presumably going to be like tapped into the the plant which is then feeding the grid so this is a smaller one presumably you could have but behind the meter providing just for you.

11:21Okay. Already, this is incredibly complicated. There's a lot of rules around this, it sounds like. There's also, if I've heard you correctly, there's a lot of potential configurations here as well. There's lots of things you can do with this. So talk to me a bit then, and maybe, Seth, I'll go to you on this one. how much do I want to believe or should I believe that nuclear is going to play a role here in the AI build out? Because I have two things I've seen. What you just said is one of the things like, it takes a really long time. That's a thing. Another is that we're going to repurpose different facilities that either went dormant or didn't work.

12:09It looks like Brookfield Asset management is doing one of those types of deals. And then we have maybe the worst thing I've ever heard in this entire setup, which is now we're going to have SPACs that are selling, I guess, the nuclear promise. One of these is a company called One Nuclear Energy, which is going to go public through SPAC. So what should I believe, Seth? Well, it's going to depend from place to place. I think Nick is right. Nick, whenever I communicate with him, he's always got the soberest and the best ones to discuss. But this is really complex. You talked about that Brookfield deal.

12:51That is a site which has been sitting there empty and been getting rained on for nearly a decade. So even Brookfield has an out. If they get there and they say, woof, we can't use what's here, apparently they can get out of it. On the other hand, restarting palisades up on the shores of lake michigan is a much easier lift and they're on the way to doing that to getting uh that nuclear plant restarted up there uh and so you know they're working on restarting uh some three mile island capacity to i believe with microsoft you did that so it all depends it's you know it's really specific from case to case and the issue is that like nick said there's dozens of these smr companies a lot of them have super cool ideas if you listen to what they're all saying, almost all of it sounds really good.

13:39Um, but you know, it's not nearly as simple as, as they all make it sound. And Nick has said a bunch of times, and I agree, most of these are going nowhere. A few of the better ones may get somewhere. I'm always on the side of, it's going to be more expensive and take longer than people think, but I think some of it has to happen. Yeah. The VC summer reactivation Brookfield, I think it's a great illustration of, of kind of where we are in the cycle, just, uh, where we let off talking about we were in a period for multiple decades of stagnant energy demand. And that coincided with the VC Summer.

14:13And we talked about as well that many of these projects go over budget and take longer than expected. And that's really what you saw with the VC Summer program. The initial expectation was that it was going to be$9 billion to complete the entire facility. After, I think it was six years, they had reached their$9 billion milestone back in 2017, and they decided to abandon the project. Here we are in 2025, where we're looking for all hands on deck to get access to any possible type of energy capacity we can. And you see Brookfield, which owns Westinghouse, which went bankrupt after the previous project was canceled, coming back in to try to bring this facility online.

14:52And it just reflects the power needs of these AI data centers, and that we'll take any additional power that we can find. And, you know, that includes reactivating shuttered nuclear plants and picking up sites that had been abandoned mid-construction. It's really all hands on deck trying to meet the power demand coming down the line. And I think today we're looking to reactivate all the sites that we can in place, keep, you know, coal and gas plants that were set to be shuttered extended to maintain that power production. But we're going to run out of that type of easy, easy to access, easy-ish to access power capacity pretty soon.

15:31And as we move into the 2030s, that's when you really will need the small modular reactors and really new forms of energy production to come online to meet the growing needs of AI. And that's not without even getting into, right? I mean, Jensen Wang and everybody is talking about that we're going to have humanoid robots in the 2030s. We're going to have to power those things as well. So this is going to be a long haul towards just growing energy demand and more and more applications that are more and more power hungry. All right. Well, up next, we'll talk about some fakers and maybe even a breaker or two.

16:05You're listening to Motley Fool Money.

16:20And it will be more based on the vehicles of our delivery partners in the EU and Britain until the end of 2026.

16:50There's a ton of hype around this that, I mean, it looks real in the moment, but it's a mirage. So three companies, you tell me, Faker or Breaker. Seth, I'll start with you. Oklo, ticker O-K-L-O. Faker or Breaker? What do you think? I got to give it Faker. I'm going to get some hate mail, I'm sure. In any of this nuclear space, I want a company that knows what they're doing, has been around the block already. So all of these are going to come out, are going to ring up the cash register the wrong way for me. This is, I love that everybody's so excited. New engineers are like, Hey, we're two guys from MIT.

17:29We can come out and do a new slash old type of nuclear reactor, but I'll believe it when I see it. Okay. Nick, let's, let's move on to another one here. We're sticking in the, in the nuclear, the nuclear sector. This one feels a little cheeky to me. New Scale Power and has decided to co-opt the very clever ticker SMR, Faker or Breaker? Are they the leader here? I'm going to go Faker. In some ways, you could point towards New Scale as a first mover in small modular reactors. The company was founded in the early 2000s, was the first one of these small modular reactor companies to get licensed by the Nuclear Regulatory Commission in the US.

18:14It actually has some amount of revenue, unlike pretty much every other small modular reactor company on the public markets. That said, it's tied to a small consulting contract in Romania. Its new scale small modular reactor design had some partners in Utah, partnered with it. However, those folks pulled out back in 2023 after, surprise, the estimates for the costs of what these facilities would actually come in at came in significantly higher than any of its partners were willing to spend. That said, The stock has gone up a ton since then, again, because of the hype around small modular reactors.

18:48But I don't think NewScale is significantly closer to deploying a reactor today than it was five years ago. And it's in a very, very crowded field. All right, Seth, you close us out here. Nanonuclear energy, ticker NNE, faker or breaker? Still a faker to me. It combines two of my favorite things, blasts from the past, nano. So I feel like I'm back in 2005 when nanotechnology was a very hot topic. And just about every company you looked at that had the word nano in it was something you needed to scream and run away from. Like Nick said, most of these have not much in the way of revenue, if anything.

19:29And again, I believe it when I see a little more proof of projects. Fair enough. I mean, what I'm hearing is that this is something that is really going to accelerate into 2030. But in 2025, maybe slow your roll just a little bit. If I was going to talk about the designs that today that I think have a chance to win, I mean, many of them aren't independently publicly traded companies. But small modular reactors under construction in North America today, there's the BWRX300 design being built at the Darlington site in Canada. That is a GE Hitachi design. GE Hitachi partially owned by GE Vernova, the big gas turbine manufacturer.

20:12BWX Technologies, a company I've talked about in the past, is one of the key suppliers for building that reactor, getting a lot of support from the Canadian government. I think that's one design to look at. The other area I would look at as well are designs that are working together with the U.S. military. Last month, actually it was earlier this month, I believe, the Army announced Project Janus, which will seek to deploy small modular, excuse me, micro reactors at U.S. military bases here in the next couple of years. There were eight companies selected as potential contributors to that. And I think those would be the companies to look at just to list those out.

20:50It's Antares Nuclear, BWX Technologies, General Atomics, Cairo's Power, which is partnered up with Google, Oklo, which we talked about earlier with a little bit of a side eye, Radiant Industries, which actually has a reactor design under construction that will supply an Air Force base here in the coming years, Westinghouse Government Services, which is, again, that Brookfield-affiliated entity that is participating in the reconstruction of the VC summer site, and X-Energy, which is, again, contracted with Amazon that we talked about earlier. Most of these companies are private, but I think if you point, if you look to what the military is doing, it can give you a sign of some of these areas where we might see construction earlier than some of these, I guess, SPACs that have come public in recent months.

21:35All right. Up next, we take a look at what's coming down the pike this week. Lots of earnings. You're listening to Motley Fool Money. In January of 1915, Ernest Shackleton's ship, Endurance, became encased in the ice in the Weddell Sea. Through determination, grit, and savvy, Shackleton would lead his men through a brutal winter, then over hundreds of miles of Antarctic ice, followed by 800 miles across some of the roughest waters in the world. It is one of the most extraordinary and inspirational journeys in the history of exploration. Find this story and many others at the Explorers Podcast, available wherever you get your podcasts or at explorerspodcast.com.

22:14All right, fools. It's earnings week. Of course, it's going to be earnings week for the next few weeks. So let's quickly go around the horn here before we preview tomorrow. So, Seth, an earnings report you're looking forward to this week. Who's reporting? Who do you got? A couple, and they're pretty different. Cadence, selling the software that is used to design chips. interested to see what their... Ticker K's CDNS. Yep. What their demand looks like, and they've been subject of tariff fights. And Nucor, I'm interested to see what steel demand is like and what profitability is or isn't like, given their advantaged tariff situation, since they're in the US here.

22:55And Nucor, ticker N-U-E. Excellent. Nick, what do you got? Yeah, I'll be looking at Dexcom, tickers D-X-C-M. They'll release their third quarter earnings results on October 30th. Dexcom, one of the leaders in continuous glucose monitoring devices in a duopoly with Abbott Labs Freestyle Libre System. Dexcom has had a challenging last few quarters. Last year, lots of pressure from the onset of GLP-1 drugs. This year, some execution missteps. They've transitioned from selling in the durable medical equipment channel to now selling primarily through the pharmacy channel. Then their CEO and chairman, Kevin Sayre had to take a leave of absence last month for medical reasons.

23:36So this is a time where a solid earnings report could really reset the narrative around a business that I think has lots of growth potential in the years to come. I like it. I'm going to say Microsoft. I mean, I'm endlessly fascinated by Microsoft anyway, but I want to hear what they have to say, if they're going to say anything about the open AI relationship. Probably. I mean, maybe, maybe not. I don't know, but I just want to hear more. Plus, I'm very curious to see how much they spend. All right. For tomorrow, will the government shutdown cause more concern for investors? What are we learning from the latest earnings reports?

24:10Emily Flippen, Jason Hall, and Keith Spice will walk you through on tomorrow's edition of Motley Fool Money. So please stay tuned for that. As always, people on the program may have interest in the stocks they talk about, and the Motley Fool may have formal recommendations for or against. So please don't buy or sell stocks based solely on what you hear. All personal finance content follows by the full editorial standards and is not approved by advertisers. Advertisements are sponsored content and provided for informational purposes only. See our full advertising disclosure. Please check out our show notes.

24:43So Seth, Nick, thanks for joining me. Our engineer today, as always, Dan Boyd and our producer, Anand Chakaloo. For Seth, Jason and Nick Seiple, I'm Tim Byers. Thank you for listening to Motley Fool Money. We'll see you next time, fools. Fool on.

From the publisher

AIs are hungry and growing more insatiable by the day. Will we be able to sustainably generate the power needed to feed the AI beast?

Nick Sciple, Seth Jayson, and Tim Beyers:

- Discuss the vast sums being invested in power infrastructure, and whether current plans will be enough to meet demand.

- Cover the opportunities and complications from filling the void with existing and emerging nuclear technology.

- Playing a nuclear-themed game of Faker or Breaker.

Don’t wait! Be sure to get to your local bookstore and pick up a copy of David’s Gardner’s new book — Rule Breaker Investing: How to Pick the Best Stocks of the Future and Build Lasting Wealth. It’s on shelves now; get it before it’s gone!

Companies discussed: NUE, GEV, OKLO, MSFT, DXCM, NNE, SMR

Host: Tim Beyers

Guests: Nick Sciple, Seth Jayson

Producer: Anand Chokkavelu

Engineer: Dan Boyd

Disclosure: Advertisements are sponsored content and provided for informational purposes only. The Motley Fool and its affiliates (collectively, “TMF”) do not endorse, recommend, or verify the accuracy or completeness of the statements made within advertisements. TMF is not involved in the offer, sale, or solicitation of any securities advertised herein and makes no representations regarding the suitability, or risks associated with any investment opportunity presented. Investors should conduct their own due diligence and consult with legal, tax, and financial advisors before making any investment decisions. TMF assumes no responsibility for any losses or damages arising from this advertisement.

We’re committed to transparency: All personal opinions in advertisements from Fools are their own. The product advertised in this episode was loaned to TMF and was returned after a test period or the product advertised in this episode was purchased by TMF. Advertiser has paid for the sponsorship of this episode.

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