SPEAKER_00: When you have your electricity bill, let's say it's 100 bucks, only 25 bucks of that is from the generation source, the rest of the wires to get it to you. But electricity in Texas is a good example, might cost you three cents a kilowatt hour at a cool winter day. In the summer, that can jump to almost $1,000 a kilowatt hour to the utility. They don't pass it through. But I can't think of a commodity in the world that goes up 300x in a day. No, 3,000x in a day. SPEAKER_02: Just GameStop. Right, just GameStop. SPEAKER_00: Right, right. The thing I think I'm close to being able to say is, I think in our children's lifetime, electricity would be close to being free. Wow. SPEAKER_04: This Week in Startups is brought to you by Squarespace. Turn your idea into a new website. Go to squarespace.com slash twist for a free trial. When you're ready to launch, use offer code twist to save 10% off your first purchase of a website or domain. Vanta. Compliance and security shouldn't be a deal breaker for startups to win new business. Vanta makes it easy for companies to get a sock to report fast. Twist listeners can get $1,000 off for a limited time at vanta.com slash twist. And OpenPhone. Create business phone numbers for you and your team that work through an app on your smartphone or desktop. Twist listeners can get an extra 20% off any plan for your first six months at openphone.com slash twist. SPEAKER_09: Hey everybody, Alex here and I have a treat for you today. We have the very first talk from our Liquidity Summit 2024. Phil Deutsch, a partner over at NGP Energy Partners, kicked things off with a look at the domestic energy industry. Now, if you've been watching the news at all, you know that Microsoft is currently working to actually get a nuclear power plant to turn back on just so it can help power its data centers with low carbon energy. So this is an enormous topic. If we're going to see OpenAI and Anthropic and all the other model companies become what we hope they will, we're going to need a lot more power. Where is it going to come from? What are the challenges and opportunities there? Well, Phil knows, and now you are about to. David Friedberg: We're going to start off with a bang today. The two most important topics on everybody's mind are AI and energy, and they dovetail together quite nicely. I was able to meet Phil Deutsch through our group. He's on the board of Chamats Social Capital Partners and one of the most intelligent, considered individuals, also incredibly generous, but he's so quiet about it, you wouldn't know that. But he frequently sends me emails explaining things they got right, things they got wrong, you know, little bits of coaching here on the margins, but it doesn't feel like that. It feels more like having a big brother. So he's with NGP Energy Capital. He's going to talk today about these incredible opportunities and energy created by explosive data center growth, a first principles approach. Please welcome my bestie, Phil Deutsch. SPEAKER_00: First of all, I want to thank Jason and the liquidity team. I think the innovation, enthusiasm, originality is just wonderful and infectious, and I just want to give a hand. Jackie, thank you for everything you guys have done. It's a great thing. Second, I do want, as an organizing principle, the day is organized by intelligence. You'll start with me at the top, the most intelligence, and you'll finish with the besties at the end of the day. So it'll be a slow road down. Jackie offered to coach me, and I said, what the do I need coaching for? I've been doing this for a long time. And she said, well, Phil, I think you should introduce yourself and say who you are and what your talk's about. And I said, geez, that sounds like a pretty good idea. So I'm going to listen to Jackie. As Jason said, my name is Phil Deutsch. I'm a partner at NGP. I've been investing in the energy transition for 30 years, which goes to show you how bad I've been at it since we're still at it. During that period of time, we've invested about a billion dollars across non-carbon solutions and products, created multi-billion dollar companies in a REG and TPI, and I think are considered a top, core top performer, if not the only fund that's been doing it for 30 years. So over the next 30 minutes, my goal is to teach you more about energy than Saks and Chamath have ever learned in their whole life. Okay? So you're going to be well prepared for tonight. This means that if I lie about anything or I say anything wrong, you can't sue. Let's start off with data centers. Okay? And this is for the people who are talking at the end of the day. This is a picture of a data center. This is what they look like. There are lots of things in them. But what's most important and interesting about a data center is it has very unique power demands. It needs a lot of power. It's got a lot of hot chips and racks and servers and things that Sunny knows about, and it has to be reliable. So it's not like power can go out for a minute or two. You cannot have that happen in data center. It needs to be feeding those chips all day long. Second, I don't think this is terribly surprising to you unless you live under a rock. Data centers are growing in this world. We're going to spend something like $2 trillion over the next four years. And so data center growth, absolutely explosive. Now, when we think about energy, as we'll talk about later, and data centers, think about geographic problems, right? There's not just one data center. It's something that's across the United States. So there could be growth that's ubiquitous geographically. When we take the data center growth that was already projected and we add artificial intelligence on top of it, the growth becomes even more dynamic. So here you see a slide that shows you power consumption of a Google search versus an inquiry under one of the models that Sunny will talk about later. And it's about a 10x increase for artificial intelligence. So we're asking more and more of our data centers. Data center scalers and producers are not sitting idly by. Everyone's trying to meet this increased power demand. They might do it at the chip level. So here you see the NVIDIA power consumption on the left or the racks themselves. So everything is beefing up to meet the increased demands of artificial intelligence. And so when you look at a absolute chart of data center growth, it's enormous, 3x increase in the demands that data centers are going to put on our energy systems. Now, just to put that in perspective, basically during our lifetimes, electricity growth in the United States has been about 0%. Because we get more and more efficient, more urbanization, we haven't needed more electricity demand. But the increase on just from data centers alone, plus EVs and others, is going to change that growth rate on the right-hand part of the slide from 0% to 2.4%. Now, that might not be a lot. It'll sound like a lot when we have companies growing at 20% or 30%. But think of the base of this. We're talking about total U.S. electricity demand. Every single way we use electricity, we're going to now see unprecedented growth. So we're seeing technology drive unique demands on electricity generation in the U.S. So what we walk away from this section saying to ourselves is huge growth in data centers fueled by artificial intelligence and the dramatic size of it is enough to increase the overall demand for electricity in the United States. It's a very, very big deal. So let's talk a little bit about energy and how we think about energy connecting to this. And this is where I really want you to kind of slow down and think about the different parts of what it takes to get an electron from being generated to being used. Because people will say things like, okay, we're going to create solar power in the house and therefore we'll demand less oil from OPEC. Those are apples and oranges. One's electricity, one's a transportation fuel. So whenever you think about energy, you really have to get down to the first principles and think about each step of the way. It's a complicated equation here. And that's what I really want to focus you on next 10 or 15 minutes. So this slide, which is very busy, really is probably the most important slide in energy. Because what you have on the left is sources of energy. Okay. And here when we mean energy, we're not talking about electricity, we're talking about energy. And so it comes from petroleum, nat gas, solar, and those are all the ways that can be produced. And then it could go through various intermediate forms. And then there's an output where it's what sectors it's used by, transportation, industrial, et cetera. So whenever anyone starts talking about energy, you want to know, okay, what's the source and what's the use? And in what form do I want my energy when I use it? Do I want it in a liquid, like a gasoline in my car, or do I want it like an electron plugged into the wall? So never lose sight of the fact that this is really your organizing home base of your first principles. SPEAKER_25: Founders, I know you're building the next big thing in tech and you probably got some SPEAKER_29: groundbreaking AI solution or a consumer app that's going to take the world by storm. SPEAKER_31: Or maybe you're listening to this week in startups and you're doing a CPG business, or maybe you're an investor in a restaurant. Well, first impressions matter. You need to have SPEAKER_29: a gorgeous business website and you want to do that for an affordable price and have gorgeous templates and have all the important features out there. There is an amazing solution for you. It's Squarespace. And that's what I use to make stunning professional websites quickly because speed matters. And Squarespace has a new product that's absolutely mind blowing. It's called Blueprint AI. You answer a couple questions about your business and AI does all the heavy lifting to give you a custom built website tailored to your brand. And it's all powered by Squarespace, Killer Designs, keeping eyeballs on your website. And you know, there's this expression, SPEAKER_32: don't judge a book by its cover. Do you know why they have that expression? Because people judge books by their cover. That's why when people design books and you go by in the airport, the cover pulls you in. SPEAKER_29: Same thing with your website. Beautifully designed templates are waiting for you there, as is the Blueprint AI. Plus you get built in analytics, SEO, e-commerce tools. So when you invest in a Squarespace website, you get all of those developers, designers, and brilliant people at Squarespace behind your business. Go to squarespace.com slash twist to get 10% off your first website or domain purchase. And when you're ready to launch again, go to squarespace.com slash twist SPEAKER_31: and get that 10% off your first website or domain purchase. Swarespace.com slash twist. SPEAKER_00: Now, when we talk about data centers, we're talking about electricity. So we can go from energy, which could have been oil, gas to electrons. Okay. So you have to generate those electrons somehow. And here you see the various forms of electricity generation in the United States. What's really interesting from this slide is coal is dying, nuke stays about the same, and renewables have been the highest form of growth over the last five or six years of the U.S. and globally. So the thing that gets added the most is renewables, and it does so at the cost of coal. Now, just like data centers are geographically distributed, so too is electricity generation. You have generation all across the United States. Some places are good at producing wind. For example, the plains of the Midwest. Some places do solar better. You can figure that out. But your generation is distributed. Each source of generation has a different cost to it, right? That's intuitive. But you have to, you know, as we think about, we have data centers are going to come up across the U.S. It's going to need power across the U.S. So it's going to be geographically. One issue will be, can I get solar in Maine? Probably not. But if I, can I get Nat gas in Colorado? Yes. But there'll be different costs. So you're going to think geographic plus cost. Then you might care about the future, climate change. And if you do, you might want to lower CO2 emissions. So now you're going to overlay on your energy supply. Where is it located? How much does it cost? And how much CO2 does it emit? Then different times a day, certain energy sources produce different amounts of energy. Solar, not so good at night. Wind, not so good when the wind doesn't blow. So your generation, you're now going to think about, when am I going to have it produce energy? And then there are also capacity factors as well. So you've got to think about all these things. Now we've generated our electricity somehow, burned coal, used solar, used wind. Now we've got to get it from the generation source to the use. Okay. And so there are transmission and distribution lines across the United States, hundreds of thousands of high voltage lines, and then millions of low voltage lines. An incredibly complicated system. And what's most interesting about this is there is not one US electric grid. The grid is regulated by entities called RTOs and ISOs. Just follow the colors. But you cannot easily get electricity into and out of regions that are not yours. So for example, ERCOT, Texas. It's its own world. Electrons do not flow in and out of Texas easily. So too, California, you may have heard about half four or how you get electrons north and south of the state. That's been an issue. So we have a patchwork of grids, not one single grid. Now you could say, let's fix it. So let's build transmission lines. Notoriously hard to do, very expensive, very, very hard to get through people's backyards, down my backyard and long. Even if you had the transmission distribution lines, you have to connect to it. So you have to get approval from your ISO RTO. I built a solar farm. I want to hook up to the grid I'm in. That too takes time. And there's something called interconnection cues that make you wait to get onto your local grid. So in summary, what we see here is a very complicated system of energy generation plus transmission and distribution of those same electrons. And you have to think about all of that together when you think about how do I provide data for data centers. So the reason we're here today, I think, is to make money and think about ways to follow investment opportunities. And opportunities usually come from challenges. I'd like to spend a few minutes on the challenges and opportunities that we see by all this energy demand for data centers. First, the most obvious, we need more power. So things that are going to produce power and electrons are an obvious win for the U.S. and the world in the next decade or two. Now, the nature of this need is pretty staggering. But when you look and compare to how we plan to meet future additions now, and you see here the overall net capacity additions, how much more energy we plan to do for wind or for solar, it is attainable. So it's going out there and saying, can we add more solar? Can we add more wind? Absolutely. And we do it in better ways. So this is a problem that we can solve. And when you look at the impacts of these numbers on incremental natural gas demand, again, this is a very solvable problem, but it's going to take execution and better products and better services to do it. Second, issue challenge opportunity. I talked about the interconnection cues. People are waiting in line to get onto the grid. And this slide on the left, it has absolutely exploded. So this is the amount of, this is basically, how long is it? I'm at the deli. Jason, we're in a deli and you're at Katz's. In New York, I got a number. My number is 3 million and one. A long time till I get pastrami. No bueno. So we got to get on the grid as fast as we can. That is in some sense a regulatory problem, which people like us in the room don't like because that puts time in the hands of bureaucrats makes girly insane. So we want to try and avoid that. And two ways you might think about avoiding that are, one, distributed energy, right? If I produce power on site of the data center and I don't touch the grid, I don't have to get in line to get to queue up. But the amount of power I need at data center and the reliability I need make that a non-trivial. But it's still a pretty smart idea. You may have seen that Amazon did a deal to buy power kind of directly from the next, a nuke that was next door to a data center. That's a way to try and cut in line and not have to stand in this queue. The second thing that's really interesting is a virtual power plant. And by that, we mean you take a variety of supply and demand resources in an area and you connect them using software. So for example, at a peak energy demand, I may reduce my load in one place so that another place could use it. Or I may use backup generators that are sitting on site at this hotel and use it to control for other purposes. So you kind of create a network. And if you can do that, you might be able to avoid going to the grid. So these two ideas, you can go down those wormholes later, of distributed energy resources and virtual power plants are a way to avoid the interconnect issue. Now, this is an absolutely fantastic statistic done by Morgan Stanley. Right now, people like Sonny are so hungry for electrons to run their data centers and their AI products, they will pay twice as much as prevailing electricity rates to get it faster. They want the electrons today. So imagine if you all are attacking a market where the incumbents are saying to you, I will pay you 2x over today's prices to get me this stuff. So that's a lot of fat to really go after with new business models. So speed really is incredible value to these data centers. Finally, this is not finally, but this is a little geeky and I'm sorry for the kind of complexity to slide. Transmission, as I said, is very bulky, hard to build. And because of that, we have congestion and interconnection cues. And that leads to pricing differentials that are inefficient at their core. That is, if the grid was as fulsome as we wanted it at a peak moment, there wouldn't be pricing differentials caused by the transmission. You just can't get enough electrons through the pipe. Think about it that way. So when you look at these colors and these price differences, what they say to you is there's an inefficiency going on that can be exploited if I could figure out how to de-bottleneck the grid or go around it. So this is another way of saying the extent you think of businesses and ideas that can get you out of the congestion of the grid. There's huge opportunities to make money here. One way to do it that's a shortcut is you can trade electrons. So for example, electricity, unlike stocks, is not traded in one place. It's traded all over the United States. So there are some people that say, okay, if I can figure out where the bottlenecks are, I might create a software program to buy electrons in moments I think it gets congested. And it's the number one electric commodity in the world, electricity. So it's just a long way of saying it is worth those of you who are thinking about places to invest to think about the grid. It has huge dollars involved. Founders, do you want to sell to bigger SPEAKER_29: customers? I know you do. You got to get that ACV trending up. And you want to push your churn down, right? Sounds good. But to sell to those big buyers, you need to clear all of these compliance checks. You know that. That means you got to have things like SOC 2 sorted out. What's SOC 2? It's a standard and ensures that companies keep their customer data safe. And if you aren't SOC 2 compliant, you can kiss those big deals goodbye. You're not going to land the lighthouse customers. You're not going to be able to operate at the highest end of the market. But Vanta makes it really easy for you to get and renew your SOC 2 compliance. On average, Vanta customers are compliant in just two to four weeks. It can take months without Vanta. And they automate compliance for GDPR, HIPAA, and more. So you can sell to bigger customers in whatever markup your startup is going after. Vanta is going to save you hundreds of hours of work and up to 85% on compliance costs. SPEAKER_31: Stop slowing your sales team down and use Vanta. Get $1,000 off at vanta.com.twist. That's Vanta.com.twist for $1,000 off your SOC 2. Finally, on the compute itself, SPEAKER_00: we've presented there are a host of issues around energy, siting, sourcing. How do you maintain assets? When do you turn certain things on, certain things off? And when you think about that, artificial intelligence will be something that matters. But the compute demand is outpacing the efficiency of chips. So again, anything that makes chips more efficient will cut down on the overall power demand. So again, efficiency in chips and racks and servers and cooling, all that stuff is a tremendous investment opportunity. When we look at the biggest hyperscalers, the people who are demanding the biggest data centers, Amazon, Meta, Microsoft, Google, they've made very public and very bold pronouncements about where they want to be from a CO2 emissions point of view. They want to get to net zero by certain dates and time. So they've really put themselves a little bit of a box because the core of their business is demanding more and more electrons. Most of that electricity, about 60%, wants to come from nat gas, because that's kind of how we do it in the US now. And it's fast and cheap, but that gives you CO2. So how will these hyperscalers be able to meet their promises of being net zero? One way that everyone loves is direct air capture, to suck CO2 out of the air. I'm not sure anyone's been able to show they can do it at a reasonable cost. And that leads to things like carbon credits and other workarounds. But there's going to be a big problem for these companies because they've made public announcements in their regulatory filings and their SEC enforced to live up to these promises. So you're going to see a big rush over the next decade for these guys to figure out how am I going to reduce my CO2 emissions to meet my promises. This gets to probably, I think, one of the weirdest things about energy that I just don't understand. I am really, really, really old. And when I graduated from high school in 1982, I worked on how to solve nuclear waste in the United States. Since then, what we've done in solving nuclear waste disposal is zero. There's been no advancement in nukes in the US for decades. So the idea that we're going to solve the data center problem, which is measured in months, years, by building more nukes is insanity to me. Because the rates of planning, the amount of time it takes to build a nuclear power plant are enormous. These numbers in China, five to seven years, they may actually be understated. It may take 10 years to build a nukes plant in China. Because just because you see one coming online now, it wasn't started yesterday. So people say, okay, you're pessimistic about the way old plants were. But what about new small modular reactors, SMRs? Or let's go to fusion, not fission. I mean, those are all great ideas. And I think there's some really great companies. But the timelines are just a mismatch between adding power over the next 900 days versus 10 years. So I guess if you could solve this problem of how long it takes to build nukes, I'm for nukes, I wish we had more of them. But just durationally, it's a mismatch to the data center problem. All of this leads to a whole bunch of problems and a whole bunch of potential solutions. And artificial intelligence itself will be, as I mentioned earlier, one of the ways we work ourselves at it. There will be eventually smart people that take the AI resource and apply it to the energy problem. It's already being done, as I mentioned, with maintenance and how do you put generation online. But it'll be a really exciting part solving some of the challenges we have today. So in summary, I want, I hope you all are really enthused by this area. We have a huge growth and boom in data centers that's not going to be stopped, connected to a very complicated energy system. And when you put those two together, you're going to just have a host of problems, challenges, and with that come solutions. And if you're the guys who are on the cutting edge of the solutions, you should make a lot of money. So I hope that's a little bit of an intro, and I guarantee you, you're all set for the podcast tonight on energy. Okay. So David Friedberg: it seems like consumers in the United States have gotten a bit of a free ride on all of this, except when it comes to recent outages, Texas, California, I think the public's consciousness is starting to get triggered, not because they want to save the planet and put solar on some people do, not because they can save money. Some people do that didn't seem to drive a lot of consumer and consumers seem to be not the majority, but obviously significant here, but redundancy and batteries. And one of the great things that seems to have happened is with smartphones and EVs battery technology has just absolutely been extraordinary. So how do batteries play into all of this? And maybe you could speak to that opportunity. There was had a company on this weekend startups two weeks ago. That's just not putting solar in houses in Texas. They're putting batteries in your house to load them up during the low cost times, and then deploying it during the peak times. SPEAKER_55: Peak shape. It's good. Yeah, they're they're they're load managing within the home. David Friedberg: Right. And they told me it's an 8x difference in cost between peak and trow in terms of costs in Texas. SPEAKER_05: Let me say if there are a lot, there's lots of it's a great question. Lots of things going on there. It'd be great if I could say it's a question. Wouldn't it be great? But it was actually good. SPEAKER_57: Well, no, I was thinking it was such a comprehensive, it was such a comprehensive talk. SPEAKER_00: And the one thing on the company is Texas has a weird regulatory thing. So you have to be a little careful that company. I didn't know it's a great company, just whether it scales beyond Texas. So that's the first thing. What your friend Elon Musk has done for energy is cannot be overstated. Think about a home that has a power wall in it, a Tesla and solar on the roof. That home now has a mobile battery that is of significant size. And that allows for things like, okay, I'm not going to use as much electricity at the highest peak rate. I can store it, I can move it. And I believe the projection are in about a decade, there'll be more power in electric vehicles than there are in that gas power plants at a certain moment in time. So you are right, it is going to change everything. Because we've never had that size of battery at our house. And I think it's only the lightning, Sonny used to be at Ford, that allows bi-directional where you can plug in. But soon, every car will. Is that right, Sonny? The Cybertruck has a gas. We have one outside. So that's going to change everything, Jason. And one of the neatest facts is when you have your electricity bill, let's say it's a hundred bucks. Only 25 bucks of that is from the generation source, the rest of the wires to get it to you. But electricity in Texas is a good example, might cost you three cents a kilowatt hour at a cool winter day. In the summer, that can jump to almost a thousand dollars a kilowatt hour to the utility. They don't pass it through. But I can't think of a commodity in the world that goes up 300x in a day. No, 3000x in a day. Just GameStop. Right, just GameStop, right, right. So a battery allows you to arm GameStop. So that's a long way to say there are a lot of great things there, but they're all true. SPEAKER_63: All right, everybody, I'm on the road. I mean, all the time, right? And that means I am always SPEAKER_29: juggling phones and laptops, apps, all these different services I use. And when you use multiple devices and you have all these different apps running your business, you need to have one single phone number that is perfect. And that perfect phone number is open phone. It's going to simplify all the communications you have in your organization because open phone has rethought the modern business phone. It's so magical. It works with a single elegant app that you can put on all your devices and it works right on your existing phone, even works on your desktop. Our sales team uses it here at launch. Why do we use it? Well, we don't want people talking to customers on their private phone lines and our account executives don't want to give their personal phone number out. That's just weird. You want to have everything tight. An open phone will make it tight and tight is right in this regard. Shared phone numbers are also awesome for things like customer support or when we run events, we like to have a field phone number. So, Hey, if you're a VIP and you're at the liquidity conference, just call that number. Open phone is super affordable. It's just $13 a month. Twist listeners get an extra 20% off because they got you covered open phone.com slash twist. And what if you have an existing phone number? No problem. Open phone is going to port them over at no extra cost. Head over to open phone.com slash twist to start your free trial and get 20% off. We'll take one SPEAKER_66: question from the audience. Everybody has a great question. You know, we used to hear about the SPEAKER_68: demands of blockchain and crypto. And so that seems to have gone away with the demands of AI. And so I'd like, maybe you can sort of talk about what, where you see that going and the demand. And then when you talk about software solutions, are you talking like solutions like a power ledger SPEAKER_00: things where they're doing peer to peer trading? So first on, on, on the, on the crypto, I've never understood the, uh, focus on crypto power usage. For example, let me give you an example. Let's say you wore Laura Piana sweaters. I don't know, but I would guess that the energy used to knit and make a Laura Piana sweater is a hundred X, a J crew sweater, but we don't do it there. So there are lots of things in life. I bet the best wine has more energy usage, energy in it than the worst. So I think there are lots of things in life that improve with energy use. And for some reason we say, I want to know how much it costs to make a Bitcoin. I'm okay with that, but then let's do that with everything. So, you know, but you are right that with the other power usages, there's been less focus on it. Now there's one really neat thing about Bitcoin mining and maybe data centers too. And this goes to inference versus trading, which I don't really get. Sunny does. If you could stop using your power at key to key times, as I mentioned, it's very valuable, particularly in the state of Texas. And the crypto miners can do that because they're making a straight trade. So they've become very good. And you've probably read about the swing capacity turned down when electricity, and maybe you can do the same with data centers. So that'd be another example of a software that would shut you down at key moments. But yeah, peer-to-peer is one. SPEAKER_73: David P. So in the United States, EV adoption has stalled out right now at about 10%. And the U.S. government has put a few billion dollars at this problem. And it's been a couple of years and they really haven't built out the charging infrastructure. Why do you think that is? And do you think we'll have the infrastructure to hit about 50% by 2030 in the United States? SPEAKER_00: Yeah. Today, I don't think I ever mentioned the word government. And there's a $2 trillion government program called the Inflation Reduction Act. I've lived in Washington for 30 years of my life. And the less I think about government, the happier I am. I'm not against it. Our funds are 10 years in duration. I can't count on policy one way or the other. I think every advance in energy, whether it's solar or electric vehicles or anything, it's because technology has improved and a product's been created that people want. And I think that's going to continue to happen with EVs and chargers. And so I have utter confidence that no matter who's president, who's in Congress, that the forces that are creating energy transition in the United States, whether it's avoiding blackouts or whether it's reducing carbon, whether it's driving a Tesla because it's better than a GM Saturn, whatever they are, are in stop. They're not stop. They're they are inevitable. So yes, I think all those things are going to happen. And it's going to be incumbent on people like us to make it happen through the private sector. And the government may help SPEAKER_78: us, but it's really our job. Do it not theirs. Where's the most unlikely innovation going to David Friedberg: happen? I've been reading that solar just keeps making more innovations that were unexpected. We'll say solar keeps making unexpected gains and costs, you know, keep plummeting. Is that the place where we you think there'll be maybe some unknown unknowns that allow us to get much more energy created? Do you think it's vision? I mean, I know some of this stuff is science fiction, but SPEAKER_81: if you had to place your bet on something crazy, that could happen. SPEAKER_00: Yeah, I think let me kind of give you three ideas what it could be. I think storage is going to be the first one that we're going to see a huge reduction in energy storage. Full disclosure, I'm talking my own book. We're big investors in form energy, but there are lots of other companies trying to do it. And they want to see reductions in energy storage across the board, which will be really impactful on supply and cost of electricity. So that's one. Two, on vision it's possible, but even the best CEOs, the best vision companies say there's work to be done to see if they can actually work. So yes, that could surprise us, but that would be a surprise. The third thing that I'll say is, whenever I fundraise, I always tell every LP, I guarantee you there'll be a blackout during this fund. There's always a blackout somewhere in the United States of the Grid, as you pointed out. The thing I think I'm close to being able to say is, I think in our children's lifetime, electricity would be close to being free. Because there'd be so much solar, so much wind, and so much storage that will really drive it down. Like wi-fi, right? When wi-fi first came out, you had to pay for it. When electricity first came out, you had to pay for it. Now we get free wi-fi, free electricity, don't even think about it, with our cup of coffee. So I think you can see that at a whole scale. And it goes negative sometimes in the country now, so it's not the most absurd thing for SPEAKER_85: me to say. This has been amazing. Give it up for Phil Doyle. That's a great ending on a super positive SPEAKER_09: note. That gap that Phil mentioned between how fast we can build data centers and how fast we can build new electricity generation capacity, I think explains why we're seeing so many modular nuclear reactor startups. One of my favorite niches out there. Anyways, before we go, I do want to thank the sponsors from the event that Phil's talk came from. That was Forge Global. They do a lot of secondaries trading. I'm sure you've heard of them. Vensure, which provides end-to-end solutions for payroll, HR benefits, and risk management. And then finally, Eventus Advisory, a quote leader in on-demand finance and accounting support. They helped put on the show. We appreciate them. We appreciate you. And we'll see you back on Twist real soon. Bye.