LIVE CLIPS
EpisodeĀ 4-27-2026
We'll take you through some quick headlines of what's going on in the news today. Of course, the Elon Musk for the production team. Yes. Background update. We have a new screen in the background. Much better contrast. Much brighter. We're excited to explore this. The production team stoked. Good work, guys. There's four.
Human race was going to be wiped out in the next year. And then you just kind of aimlessly argue about it on Twitter. That is a weird, weird phenomenon that's going on. Oh, Phil is looking for a large gong in the Bay Area. If you are in possession of a gong that is over 30 inches, give him a call. He's in the market. A 30 inch gong. A large gong, though. How big is our gong? I think it's 42. 42. We're around there. We're around there. Anyway, do you know where we got this gong? Gongsunlimited.com gongsunlimited.com Phil, you have your answer. Okay, but here's. I couldn't reply to this on X, but I chose to save it to Monday. Okay, here's the thing. Tell it to you in person. Yeah, gong. Why is. Why did we get the biggest gong? Why did we like. Why is there a limit on gong size? We've seen bigger gongs. They do exist, but they get very expensive. Sort of an exponential relationship between gong size and price, unfortunately, which is rough out there if you're in the gong market. Okay, we have to talk about the study.
Just to make sure that the experience is good and it's been good so far. Yeah, I think I've seen you do the little yachty walkout once or twice. Taking advantage courtesy of some AI company and semi analysis of course. Walk me through the key levers of AI enhancing productivity on amd because I feel like there is potentially a world of secret tricks to model performance that are maybe not in the pre training data and are locked in the heads of very talented folks that work at AMD and often are deployed with a company to actually get the last 1% out of whatever production run is going on. But then there's the other side, which is this feels like a perfectly verifiable reward. You can run this loop, you can sort of brute force it, and if you're deploying a large scale model and there's a lot of money on the line, you can potentially put a ton of compute behind it. And so even if the training data isn't 100% there, you'll get there through reinforcement learning. But what are you seeing as moving the needle? What's the next thing that needs to happen? Are we just purely scaling compute here and everything is like one click on AMD and everything's great. I don't even know what the benchmark is, but the hypothetical full performance is real. Yes. Right, yes. So very good question. I'll just take a step back and say AMD has had this ethos of open source which really plays to our advantage. Every frontier model that I use has already seen every bit of AMD source code and I can even it'll rewrite my spec for me because it already is in the pre training data which you cannot get from closed ecosystem because you are constrained by like what is out there. Like we publish our ISA specs. In fact, I built a virtual GPU simulator just based off of our public specs and now I'm running it on the GPU so I can run like cross generational, you know, GPU simulations on an existing hardware. So to your point, on pre training data we have that advantage and we'd run a dev day contest where we, we generated more tokens on AMD like Triton kernels and HIP kernels than that existed on the Internet at the time. So GPU mode had set this up and so now that's all part of pre training data. Right. So which again it's a superpower because now you're open source and you're agentically accelerating this process. And then the second part is that's already the foundation is solid. And now agent loops just, you know, they're working nonstop, right? So we know our roof lines, and so these agents just continue and execute towards those roof lines, and so it makes us achieve that. So from from where I see it, right, I think AI is just, you know, it's become like this great equalizer. I thought abstractions alone will be the great equalizer for GPU programming, like, you know, Triton and higher level Pythonic ones, but now it's like that. Plus agentic AI. I have agent loops that are running nonstop every night that are looking at bugs, PRs, and they're just automatically fixing them. Of course, we have humans in the loop where needed, but if your harness gets really robust, it's good to be in autopilot. I'm very confident in the enablement that, you know, AJTKA has given AMD as a whole and how we can execute and kind of skate to where the buck is going, not all the journey of where it went to now. Okay, yeah, that makes sense in the theme of skating.
Okay, we have to talk about the study that went viral over the weekend. Yeah, it is. Placebo sleep affects cognitive functioning. And the takeaway is that literally just having a delusional golden retriever mindset measurably changes outcomes and physiology. Sleep badly. Convince yourself you're well rested, stressful day. Convince yourself it's fuel failed. Convince yourself it's useful data. So in this study, it says the placebo effect is any outcome that is not attributed to a specific treatment, but rather to an individual's mindset. This phenomenon can extend beyond its typical use in pharmaceutical drugs to involve aspects of everyday life, such as the effect of sleep on cognitive functioning. In two studies examining whether perceived sleep quality affects cognitive functioning, 164 participants reported their previous night's sleep quality. They were then randomly assigned one of two sleep quality conditions or two control conditions. Those in the above average sleep quality condition were informed that they had spent 28% of their total sleep time in REM, whereas those in the below average sleep quality condition were informed that they had only spent 16.2% of their time in REM sleep. Assigned sleep quality but not self reported sleep quality significantly predicted participants scores on the PACED auditory serial addition test and controlled oral word association task. Assigned sleep quality did not predict participants scores on the digit span test as expected, nor did it predict scores on the symbol digit modalities test when it was unexpected. The control conditions show that the findings were not due to demand characteristics from the experimental protocol. Those findings supported the hypothesis that mindset can influence cognitive states in both positive and negative directions, suggesting a means of controlling one's health and cognition. Take away golden retriever mode. Golden retriever mindset. They made a movie about the golden retriever mindset years ago. I know you haven't seen it. Have you seen it? It's called yes Man. I was thinking Air Bud. Airbud is a great answer to that. No, that's about a literal golden retriever. Yes man with Jim Carrey is effectively about the golden retriever mindset. Basically, he's a bank loan officer. He's become withdrawn, he's going through a divorce, he's having an increasingly negative look outlook on life. He then goes to this seminar with an inspirational guru who has him enter a covenant with the universe and say yes to everything asked of him. And so he just has to say yes to everything and hijinks ensue. But he has a fantastic time and it's very like, interesting, like Silver Linings story. Bradley Cooper's in it. Zooey Deschanel and Jim Carrey star Highly recommended. If you're looking for a good a good uplifting.
Where the puck is going. You know, I'm loosely familiar with this, you know the paths around Cuda and some of the trends that we're seeing there. What is going on in the CPU world? It feels like we're incredibly CPU bound from a physical number of chips perspective. But what are you hearing from developers and engineers on what needs to happen to unlock all of the capacity and use the CPUs more efficiently? Is there a need for more software? There is this just purely just make as many chips as we can. Like the job's finished or what are people asking you? Yeah, that's a very good question. Software, the job is never finished. It's just you're going higher and higher in terms of orchestrating and enabling the last mile. Right. Like you always want to try and see how much more efficient you can make a system. Like we started the thing, the discussion amd even on our laptops, like the Strix Halo laptop, it's got a cpu, GPU and npu. Now with agenti we are actually able to provide a very clean, heterogeneous runtime and then a compiler so that now you can actually bounce between these based on the usage. So if it's tool calling and it's like it's compute, it's not GPU bound and you can use it on the cpu, we can shift to the cpu, but then the interfaces, we want to make it seamless so that it's elastic between where you want to run this. I have a Strix Halo here on my desk that's running like a local voice model that does my transcription. It's a hacked up version of codecs that can actually do real time voice transcription. That's cool. I have, I have a small keyboard that just has next session, previous session and this is push to talk. That's awesome. This one here is extra high or high or the model selector, then you can just speak to it. In that case it's running all of the voice on the npu so it's able to do real time voice translation and then it does GPU and then CPU and then where required it constant to. You know the thinking models are up on the cloud. So it gets. Yeah, it gets a combination of all of those. Yeah, yeah, that makes sense. The flip side of that incredibly cool four key keyboard is it's over for you. If you. If your entire job is based on the traditional QWERTY keyboard. I'm sure that there's a. I'm curious about like AMD seems like a fantastic place to work in an AI Takeoff in a creature.
I think that feng shui is important, along with a million other things are important. We are so focused on making that guest feel comfortable in the space. And that's why we go around the country and we go around the world actually studying spaces. We'll look at retail centers, we'll look at malls. We'll look at ones that work, and we'll look at ones that don't work. But mostly what we're doing is we're studying streets. And so when you go to the Grove or you go to the Americana, whatever, the height of that curb, the slope in that street, how the railroad is sitting there, the fact that there's gutters and there's drains and there's all these things, they're there because your eye picks it up. If we would have built the Grove as a flat plaza without curbs and gutters, you wouldn't read it in your mind as a street. So the rhythm of the trees, the rhythm of the street lights, we study all of that stuff. And we actually had a landscape architect on the Grove that threatened to quit because he wasn't going to design curbs and gutters. He said, people are going to trip. I said, people don't trip walking around the cities. Why are they going to trip here? And then he finally came around. But we studied the Grove is patterned very much in scale down in Charleston. We studied Charleston in terms of building depths and whatnot. But all of that's really important.
Overtime, but they're behind currently. Semaphore posted an article said meet the man who's outsourcing almost everything in his life to his AI assistant. Listens to every conversation, reads every message, emails and schedules meeting for him, all while pretending to be him. Didn't ask. I didn't ask it to help me. I asked it to be me. And Taylor says I think this will be normal in five years. She has an excerpt here. So he's made a small fortune selling multiple companies to Apple. Multiple companies to Apple. That's always. That's. I love, I love stories like that. Where and recently launched a voice recognition startup called Olive said his personal AI has all but taken over his life now. When he wakes up most mornings, he consults the agenda his AI assistant has crafted for him and then spends his days following its directions. The AI has permission to email people on his behalf and sometimes sets up in person meetings with people he has never met. It listens to conversations he has with his three kids and then suggests parenting advice which he says has improved his relationship with them. It's a portrait of an emerging class of token maxers, power users who are plunging tens of thousands of dollars to MacGyver level AI assistance not by waiting for the next big model release, but by orchestrating today's models and loops with more computing power, more passes and more automated checking and a massive dose of risk tolerance. The idea is to give the system an unlimited amount of tokens and access every conceivable piece of relevant data. I didn't ask it to help me. I asked it to be me. So some of this is extremely weird. Some of this is maybe very normal. I'm trying to think of how many of my interactions in my daily life are mediated by technology already. My alarm clock comes from my phone. It decides when I wake up more than anything else. In fact, the eight sleep will decide the optimal time that I wake up within a few minutes because it's an adaptive alarm. Alarmed. And then I get in the car, I select maps. It sort of tells me what streets to go on. I'm merely like the embodiment of the AI to get where I need to go. And then I have a calendar that tells me what I'm doing. When there are some. There's some level of like intermediation, but I don't know. There's still incredible value in touching grass. And I think that the we will be. We'll see a bull market. I just think we're going to be in this barbell world. For so potentially forever. Where you have Larry Ellison is, you know, buying Oracle data centers and going super long on AGI and also CBS and Foghorn Leghorn, and you gotta own Bugs Bunny and you gotta own Superman and Batman, right? And then on the flip side, you have Josh Kushner, investor in OpenAI ton of different artificial intelligence companies. And then on the other side, SF giants, and it's like, are these diametrically opposed or are they actually both true visions of the future of the world? It seems like something that is going to continue.
Great growth happening in, like, Nashville. I was. How many years, how many years do you feel like you kind of raised your hand with the local government and said, hey, these things aren't, aren't working. We need to make changes because, like, because this wasn't something that overnight you were like, oh, this, this city doesn't feel safe anymore. I'm going to move out of state or I'm going to move out of. I'm going to move up to a different county. You know, listen, a lot of years, and I worked for three mayors. I had the benefit of working for Tom Bradley when I was in my 20s as a commissioner. I worked for Dick Reardon as a commissioner. I worked for Jim Hahn as the head of the police commission. So I understand the city. So I worked for the city for 17 years while I was growing my business. So I understand it well. I understand what was working and I understand what's failing. And so, so much of what we're doing now is just failing because we have leaders that frankly aren't qualified and they're incompetent and they're not bad people. They just don't know what they're doing. And if you look at other cities, it blows my mind on how well they're doing. There's no reason that LA shouldn't be doing well. It's only not doing well because our leadership isn't making smart. Aren't making smart decisions, and we're paying the price for it. Jordy, follow up there. Are you gonna run for president? No. It says here you're here to announce your. Yeah, right. Yeah, yeah, yeah, yeah. Comment. Yeah, right. How about that? For breaking what other. But, but I don't want to be. You know, let me add, before I interrupt you, I, I'm a very optimistic person and I love this city. You. Yeah. And I believe in the city. We're not moving out of the city. We're not doing anything like that. And I think this city will get back to where it should be in terms of being the most productive city in the country. It just has to. Yeah. And it will eventually, with the right leaders. I was up. I was optimistic during your, during your campaign. Well, I tried.
Lot of really local talent surrounding us to backfill that kind of knowledge that we're going to need. Why are you going out of the state then? What are the reasons? Well, California and Los Angeles are very difficult to invest in anymore, especially LA City. We have not built anything new in LA City since the Palisades very intentionally because it's too over regulated, too expensive, too unpredictable and, and frankly we spend an enormous amount of money on our properties on security because the city has struggled with having enough police and we're very adamant on having a very safe, secure environment on our properties. So I want to move our capital. I hate leaving la, but I want our capital to go into places that I know is going to grow and be safe. Now I don't have to leave California to do that. That's why we're investing in Calabasas. Sure, it's a great community. We'd love to do more in Glendale. Incredibly good communities, safe schools, clean streets. Safe streets, those are the kind of things we're looking for. But there's also great growth happening in like Nashville. I was born. How many years do you feel like you kind of.
Job's not finished, but we have our next guest, Rick Caruso, live with us in the TVPN Ultradome. Welcome to the show, Rick. Please take a seat. And I just want to say thank you so much. Pleasure. Yeah. Thanks for having me and speak with us. How is your 2026 going so far? It's going well. Thank you for asking. Yeah, yeah. Very good. Family's good? Yes. Business is good, so I have no complaints. What. What is on the top of your mind for this year, next year? What are your biggest goals? Are you talking about from a business standpoint? I'm talking about from an everything standpoint. From an everything standpoint. Zoom out. And I want to.360.360. What does a great next year look like for you? A great next year starts out with a lot of happiness and health with the family first and foremost. That's all I care about. Always. Yeah. And we just became grandparents, so that's. Congratulations. It's really a great thing. Oh, the place goes wild. The place has to go wild. The place goes wild. Over Luca. Luca Caruso. Luca. Yeah, Luca. Italian name. I love it. And on the business front, we are pushing really hard and growing. We've got two projects already under construction, one in Calabasas. We're expanding the commons at Calabasas, residential tower and more retail. And we bought. I can't say where yet because we haven't completely announced it yet, but we bought a golf course and a club, and that's under construction. And we're expanding our club business, and we're going to start generally in California, Louisiana. But I just spent a lot of time, as maybe you see on my social media, I was in Nashville, we were in Austin. We were down in Florida this last week and making a big push to be developing outside the state. What does pushing look like for you in the real estate context? Does it mean going broader on the fundraising side, on the prospecting side, evaluating more properties, hiring more staff to evaluate more potential projects? Good questions. So we're a little bit unique. Everything that we do, we've done on our own balance sheet. Yeah. So we're not out raising funds. Yeah. And we've continued to grow on our own balance sheet. So when we're looking at pushing, there's really multiple levels because we're fully integrated as a company. Yeah. So we not only design and build our projects in house and we bring in outside contractors and outside architects, but we oversee it all in house. We operate all of our properties in house. And so we are just like A dog on a bone in terms of pushing our operating profits, generating more cash flow and at the same time elevating the guest experience, which at all costs can never be sacrificed. And then at the same time, we're putting new projects in the pipeline. And we're very disciplined about how we do that, what our returns look like. So that's the big push. And we want properties that are irreplaceable, that are in high barriers of entry, and we want properties in cities and states that actually respect and want our investment. And we think our investment is safe. And since it's, you know, our own capital, my own capital, we're very careful about how we invest it, but we can make decisions very quickly because we don't have a lot of committees to go through. Have you ever had doubts about that model? We don't see a lot of venture capital firms in the tech industry that we see some very high GP commits. We don't see very many firms that have no outside LPs at all. Jane street in High Frequency is notorious for also not having LPs. Have you ever considered it or has it been. The model works. Don't think it creates a better. I feel like it. Ultimately the. The client, the customer wins. Because if you're spending your own money on something, like the experience has to be fantastic. Yeah, well, I think that's right. I mean, I think that's right. There's a couple things there. So when I started the company about 40 years ago, I would have never been able to raise money and do what I wanted to do. So it just wasn't an option. Well, if I would have, you know, even more recently, if I would have said to you or anybody else, I'm going to go build a hotel up in Montecito on the beach. And it's going to be a five star hotel. But I got one small problem here. We got a train that runs through the property. I don't know if you've been up to Miramar. I was there. I stayed there this weekend. Okay, I'm going to go there. I go there all the time. You'll laugh at this. I'm in Malibu. But when my wife and I want to get away. It was our wedding anniversary. We love going to the Rosewoods. Which is so funny. Cause I'm like, I'm literally living on the beach in Malibu. And I'm like, I need to get away for a week. Go straight to the beach. Pretty good. You're in Rare air, though. No, but the funny thing is, my Mom's side of the family is from Orange county, so I have, like a love for the surfliner right. That runs through Orange county, too. So when I'm at the Rosewood, it feels like I'm at home. And I would tell you that before the hotel was built, just describing that rightfully so, you'd say, you're crazy. You just can't put a five star hotel with a train running through the property six, seven times a day. So, you know, the question is, can you take pieces of real estate and do something really special? We have a rule in the company also that every piece of real estate's got some kind of issue. So you can either isolate that issue or you could celebrate that issue. I can't isolate a train, so I better figure out how to celebrate the train and make the train an amenity to the property. And I say that just, I could have never fundraised around the Miramar right now, maybe now I could. And we're actually looking at a model that would allow. Because we get a lot of requests from firms to joint venture with us and whatnot. So we're starting to look at that model. And I think maybe we could do that now. Because even if I said to somebody, okay, I'm gonna go build the Grove, I'm gonna turn my back on the street, I'm gonna create my own street, and then we're gonna have this trolley going up and down, and actually the trolley goes nowhere, but it's gonna be really cool. They would have said, no, the trolley's gone. We're not paying for the trolley. If you didn't have the trolley at the Grove, the Grove guys would be obsessed with trains. I love it. I know. No, no, they make themselves. I know. A lot of guys are. Okay, Speaking of your childhood, speaking of starting out in a point where no one would finance these projects, did you have a mentor or did you have sort of a historical legend that you look to the way a value investor might look to a Warren Buffett or a technologist might look to Steve Jobs. Did you have someone that you were identifying with or learning from in the early days? I had my dad. Yeah. My dad was my best friend and certainly a mentor. He started his own business. He was an entrepreneur, and he was a great advisor. He was the one that literally drove to my house. We spoke every night after work. We never worked together, but after I announced that I was buying the Miramar, he literally drove to my house that night saying, you've lost your mind now. Which I actually respect. What was the state of Miramar when you bought it? Was. Was there was a lot of the old buildings were still there. Pretty decrepit, all. But it wasn't. No, it was not an operating property. It stopped operating for about 15. I mean, it was just falling apart. Falling apart. We were the third buyers into it and I bought it from Ty Warner, who tried to get it developed and couldn't. And then Ty bought it from. I'm blanking on the name that has ty Warner of Studio 50 Me Baby's fame. Yeah. Wow. And who had Studio 54 in New York. I know I'm dating you. I'm familiar with Studio 54. He bought it before Ty and they couldn't get it developed, so we were the third group into it from the original family. But listen, I think curiosity is one of the most important things in business. And so I study a lot of people, I study a lot of companies. I've done it my whole career. I think meeting people in your industry or outside of your industry is really critically important. And I cold call people and I'll say, do you mind having a cup of coffee? I have zero agenda. I just want to understand how you think, what you do, how you became successful. And I learn a lot from that. I think it's a constant learning arc that I'm involved in. So if you don't need to worry about or deal with wrangling outside investors for a new project, who are the stakeholders that you're trying to build a constituency with to make sure that a project goes flawlessly or has the best possible outcome? Because there's retail shops, there's employees, there's the local community. How do you think about them? And making sure that everyone is aligned throughout the process. Well, first and foremost, it's the guest experience. So we have a guest experience and then we have a customer experience. The guest experience is you guys coming by with your families, shopping, staying with us, whatever. The customer experience is our customers, Nordstrom, Alo, Apple, whoever we're doing business with, we have to be really great landlords and deliver great value to them. And we want to make sure we're taking care of their customers really well. And then we think about our employees. We want to have an environment where people are excited to work, we work hard. There's a lot of intensity at our office because we tend to be perfectionists. And we're trying to constantly reinvent the curve on these properties. And so I want to take care of my employees. I have an incredible team of people. And then you know, it's my family, because I want this company to be dynastic. I want it to live long after I live and hand it down to the family. So I think about all of those people. But every day that all of us wake up, we are literally thinking about the guest experience and how we continue to elevate that and make it something really special. On that guest experience. I heard a conspiracy theory that I want you to address. Can't wait to hear it. I heard a conspiracy theory that the guest experience is so important that 90% of the people that you see at the Grove are paid actors. Yeah. Everyone you're sitting next to on the train, the person that's looking at the fountain, excited, not just. Not the people in the Apple Store, not the people serving you food, but the people walking around. And on certain days, I might be the only real, normal guest. Is there anything to that? Could be. Could be. I don't know. Could be. I'd hate to have that payroll. That does sound like a thousand extra. 18 million people coming through the Grove. That's a hell of a payroll. 18 million people come through. Okay. Your dad thinks you're crazy. When you buy Miramar, at what point does he call you and say, I think you might be onto something? Ooh. Well, you know, Pop was Pop. The greatest gift that he gave me was permission not to go into his company. He was in the car business, and I know he wanted me to be in the car business with him in the worst way. But I think that's one of the greatest gifts your parents can give you is to say, all right, go do what you want to do. You're good at and passionate about. He never lived long enough. He died when he was in his 90s. He never lived long enough to see the completed product. But I know that Pop would be very proud of it. He didn't understand the Grove at first. It's like, what are you doing? And why are you doing it that way? But he was always super supportive. But I think the conversations we had every night, it was not only a father and a son. It was a father and a son who were both in business. And him challenging me was, like, really important, because I didn't grow up in the real estate business. I had no background in the real estate business. So it's not like I came out of this industry or from an industry. And I knew what all the rules were. I actually believe very strongly that one of the reasons we've been successful is I didn't know the rules. And so I didn't know I was breaking a lot of rules. I didn't know I had to build a property with a roof and no sunlight and no windows and no landscaping and make you feel like you're walking through a prison. That is the default. Right. If I would have grown up in the mall industry, that's what I would have built. Yep. But it was great having him challenge me with many, many people challenging me along the way, including communities that we serve. That goes to the other priority of people we're thinking about. We're very, very protective and supportive of the communities we're in, whether it's Montecito or LA or Calabasas. And it's. They're good. Have any data center developers called you and said, how do you do it? Like, what's your playbook? Because, you know, data centers are ugly. They don't employ a lot of people. They're probably a harder sell than a lot of the developments that. That you've done. But you certainly have faced a lot of opposition over time, but got people around and got them aligned and ultimately created spaces that I think make whatever area they're in better. Thank you. Well, a data center doesn't need to worry about any of that. I mean, they need to get their permits. And I know there's a lot of push against data centers now. Yeah. But they don't have a guest experience to worry about other than they're doing what they're intended to do. So, no, they've never reached. But don't you think maybe they should? Because if they were less eyesores, they might be. They might face less footage. They could. That's true. There's nothing. Listen, I'm a big believer. It's always good to make things really, really nice and attractive, and we spend a lot of time and a lot of money making things nice and attractive, and it always has worked to our benefit. Is feng shui a valuable 100%? Everything is Feng shui. Explain that. How did you. How did you get into feng shui? We got into it because I started studying it a little bit. And in fact, when you take a look at the grove, our advisor in feng shui, Catherine, does every one of our properties. She reviews all of our plans before a property is built. She is on the property before we open, blessing it and all the things that need to be done. And it's respectful of a culture that we care about as a guest, but it also makes a lot of sense from a development standpoint. So the way the railroad at the Grove goes. And how it moves and turns was very important not to intersect or get too close to the fountain. Because that's bad feng shui. It would be cutting off a lifeline. The number that's on the trolley was feng shui. Now it ends up being. Which most people don't know. It ends up being my birthday. There's all these things in all of our properties. So the number for the trolley is 1759, being 1-7-59, which I wanted to use, but we had to make sure it was properly feng shui'd. Interesting. The hotel was. Did you have any projects early on that didn't work that you now attribute to poor feng shui? I don't think he can talk about it, but I know that he passed on something. But. Yeah. Cause I think everyone, whether or not they've even read about feng shui, believe in it, all these things. Everyone has been in a space and being like, there's nothing objectively wrong with this apartment or store or hotel, but it's just bad. Doesn't feel right. Doesn't feel right. And I've had a home where I never use one or two rooms. And for some reason, you gotta feng shui your current office. Your back is to the door. That's a crime. Yeah. That's not good. Oh, that's true. No, seriously. There's countermeasures. Yeah. You can use countermeasures. Yeah. It's interesting. I think that feng shui is important, along with a million other things are important. We are so focused on making that guest feel comfortable in the space. And that's why we go around the country and we go around the world actually studying spaces. We'll look at retail centers, we'll look at malls. We'll look at ones that work, and we'll look at ones that don't work. But mostly what we're doing is we're studying streets. And so when you go to the Grove or you go to the Americana, whatever, the height of that curb, the slope in that street, how the railroad is sitting there, the fact that there's gutters and there's drains and there's all these things, they're there because your eye picks it up. If we would have built the Grove as a flat plaza without curbs and gutters, you wouldn't read it in your mind as a street. So the rhythm of the trees, the rhythm of the street lights, we study all of that stuff. And we actually had a landscape architect on the Grove that threatened to quit because he wasn't going to design curbs and gutters. He said, people are going to trip. I said, people don't trip walking around the cities. Why are they going to trip here? And then he finally came around. But we studied the Grove is patterned very much in scale down in Charleston. We studied Charleston in terms of building depths and, and whatnot. But all of that's really important. How, how did you experience the.com era? Were there people telling you that retail was going to be over? You may as well shut down now. The Internet is going to be everything because we have a lot of people in our, you know, in the technology industry that are building, building products that are either, you know, that benefit from AI or are threatened by AI or totally unknown yet. And so a lot of people are going through an existential crisis. How did you, did you ever, did you ever doubt, did you ever believe in the more out there Internet pitches that you were getting or were you always confident? I was always confident. I tell you why, and maybe it's because I'm naive. You were right. I'm not trying to be arrogant about it either. No, no, but it was a good philosophy. But here's, here's why. If you looked at it through my lens, why did I go in the retail business? I was never in the development business, so why did I go in the retail business? Well, I went in the retail business because I love people and I loved real estate. So where am I gonna do something where I can marry people in real estate? And I started in the warehouse business and that was just hugely boring to me because I could care less at the end of the day about dock high loading and clear spans. And there were no people there. It was just a bunch of trucks. So I got into retail because as a young kid visiting family in Italy, I was always taken by the piazzas. And at the end of the afternoon, the sun's going down a little bit, the people are coming out, the kids are running around, somebody's having a glass of wine, there's a little music in the back. Very, very. My family came from a very poor, very modest town. Didn't matter. There was this joy of life. I wanted to duplicate that. That to me is my psychic income is this. You're like, the Internet's not going to do this thing. It can't copy it. And from the beginning of time, what have we done as human beings? We've gathered, we went around a fire, right? We protected each other. We're just human beings in that way. So the last thing I would say is there's always been multiple ways to buy a product. There was the Sears catalog long before there was the Internet. Right. And so nobody buys just with one channel. And the best retailers, I want them to have a really robust online operation because that means they're a better retailer. So it doesn't scare me at all. And our business has grown. Our CAGR is 18%. So I'm not too worried about. I don't know. What was that? That's a air horn. What's been your thought process? You have such an incredible presence in California, such an incredible track record. You've made so many of our communities like better spaces. I feel I didn't live in the Palisades, but I would go to the Palisades. You know, your, your, your property there at least once or probably twice a week on average. Thank you. Just passing through. And when, after the fires, it felt like, like some part of our community was just gone. Yeah. And what, what has been your. I imagine people from all over the US have tried to entice you to bring this kind of scale to their states. What has been. When have you, when have you indulged in those conversations? You mentioned earlier in the conversation exploring more opportunities outside of the state. What has been the thought process was there early, like a loyalty to California? It was. Seems like it was your. I'm a big believer. It's a great question. I'm a big believer that if you want to create generational wealth in real estate, it gets done because you know the area incredibly well and you're local. And when you take a look, and I'll give you an example, if you look at the Palisade, so many people said the Palisade's just never going to work. There's not enough people there. People would even say they don't go out at night. It's a bedroom community. Just not the case. The. There was nothing to go out to. Right. And the case study for the Palisades, because I live in Brentwood park and if you live on that side of the 405, you cannot literally travel east. After about 3 o', clock, it is bumper to bumper to get over the 405. So you have this enormous population that's Balkanized, that can travel west easily to dinner and the movies and shopping, including the other side of the 405 Bel Air, Holmby Hills, that can travel. So to me, it was understanding that dynamic of how the mobility of people, almost like the feng shui of the city. Well, feng shui but also just the actuality of the mobility of how people moved. So I've always wanted to stay local because that local knowledge is critically important. And if you look at the most successful businesses in real estate in any category, it's usually local families. And you get that from a feel, not from data, I assume you get it from a feel, you get it from learned information or living it. Yeah, you're stuck in bumper to bunker traffic, you know, you don't need to. I drove my kids to school every morning and I know at 8 o' clock in the morning you can barely go and if you want to go pick them up at 3, you need an hour to get to the 405. Yep. So that I think is super important. What we would do is if we go outside the state, and we're going to go outside the state for a number of reasons, we would just make sure that we have a lot of really local talent surrounding us to backfill that kind of knowledge that we're going to need. Why are you going out of the state then? What are the reasons? Well, California and Los Angeles are very difficult to invest in anymore, especially LA City. We have not built anything new in LA City since the Palisades very intentionally because it's too over regulated, too expensive, too unpredictable. And frankly, you know, we spend an enormous amount of money on our properties, on security, because the city, you know, has struggled with having enough police and we're very adamant on having a very safe, secure environment on our properties. So I want to move our capital. I hate leaving la, but I want our capital to go into places that I know is going to grow and be safe now. I don't have to leave California to do that. That's why we're investing in Calabasas. It's a great community. We'd love to do more in Glendale. Incredibly good communities, safe schools, clean streets, safe streets. Those are the kind of things we're looking for. But there's also great growth happening in like Nashville. I was born. How many years do you feel like you kind of raised your hand with the local government and said, hey, these things aren't working. We need to make changes because like, because this wasn't something that overnight you were like, oh, this city doesn't feel safe anymore, I'm going to move out of state or I'm going to move out of, I'm going to move up to a different county. You know, listen, a lot of years and I worked for three mayors. I had the benefit of working for Tom Bradley When I was in my 20s, as a commissioner, I worked for Dick Reardon. As a commissioner, I worked for Jim Hahn as the head of the police commission. So I understand the safe. So I worked for the city for 17 years while I was growing my business. So I understand it well. I understand what was working and I understand what's failing. And so much of what we're doing now is just failing because we have leaders that frankly aren't qualified and they're incompetent and they're not bad people. They just don't know what they're doing. And if you look at other cities, it blows my mind on how well they're doing. There's no reason that LA shouldn't be doing well. It's only not doing well because our leadership isn't making smart. Aren't making smart decisions and we're paying the price for it. Jordy, follow up there. Are you going to run for president? No. It says here you're here to announce your. Yeah, right. Yeah, yeah, yeah. Comment. Yeah, right. How about that? For breaking. What other. What other. But, but I don't want to be. You know, let me add, before I interrupt you, I. I'm a very optimistic person and I love this city. Yeah. And I believe in the city. We're not moving out of the city. We're not doing anything like that. And I think this city will get back to where it should be in terms of being the most productive city in the country. It just has to, and it will eventually, with the right leaders. I was optimistic during your campaign. Well, I tried. I've heard a lot of negative takes on LA and things that are going right. And I just keep coming back to, like the waves crash on time and the sun shines on time. And so Los Angeles will be great for a very long time. And. And the rest of the things are solvable? Well, yeah, I think because of the natural environment, it sort of enabled some poor government. You get a lot of shots on gold, there's always new people. You do get more shots on gold, but you do have a net decrease of population. That's what's going on right now, unfortunately. Just like I remind people, if we operated the Grove and it was dirty, there were encampments, it felt unsafe. People vote very quickly with their feet. No different in cities. Sure. And so there is a tipping point that people are going to say, you know what, I know the weather's great, I know the views are great, blah, blah, blah. But my quality of life now, or the quality of life for my children have gotten to a point that it's not worth it anymore and we should never get to that edge, continue to make this decision. We work here in Hollywood, but our families are not in the city. We both moved out of the city and I would love to buy a home in the city someday, but there's a bunch of things that would have to change. What cities and states do you think have the best sort of business environment right now? What's appealing? Because I'm sure there's places that would love to have your business and would offer a number of incentives to try to bring you out there. But then I'm sure there's places that are just already great and you want to set up shop. Well, we've spent time, like I said, we spent time last week in Nashville. I was very impressed. I met with the mayor of Nashville, very impressed with him. There's a lot going on there and businesses moving there, but the streets are clean. You know, the environment was great and people are happy. You can feel the energy along the streets. So it was terrific. Austin was the same way. We're focused on Austin last week or. Yeah, it was last week. We've been moving around a lot. We just covered a big chunk of the state of Florida from Palm beach to Coconut Grove. A lot of interesting opportunities. Coconut Grove is a very cool city down there, so we're looking at a lot of places. But I would also say in California, like our property in Montecito. I think that region of Santa Barbara is managed very well. Yep. And we're doing another project up there. We're expanding the retail up at the hotel. We're starting that at the end of this year. We're investing a lot of money in workforce housing for our own employees, actually on the property so our employees can live there. And Calabasas is a good example. We're putting in another 130 million. That was a property that I built 30 years ago. It's effectively that downtown, but it's an incredibly well run city. Good schools, good neighborhoods and it's safe and clean. And same with Glendale. I mean, Glendale is a phenomenal city and we want to invest more in Glendale, so you don't have to go far. Culver City's done a hell of a job. I mean, look at the what's boomed in Culver City with the offices that have gone there. Yeah. I was shocked at the office lease prices in Culver. Well, look at Century City. It's part of la. Yeah. Yeah. But it's the part of LA because it's sort of this contained bubble that's clean, safe. There's a lot of emphasis by the ownership there versus downtown. Basically the same office product and the office product downtown because of the homeless problem and the crime. You have a 40% vacancy rate. You go to Century City, you have the highest rent probably in the United States outside of New York City. So that just tells you what people are looking for. What do you think it takes to make it in real estate in 2026 if you're an up and comer? I think the opportunities are huge. You know, you mentioned I, I would tell you, I think anybody coming into whatever industry today, coming out of college, the opportunities are now endless because the world is on a pivot and it's going to be a little bit inefficient. And in inefficiencies are the greatest opportunities. And because there's so much uncertainty how AI is going to impact different industries, that's the best time to be leaning into it and then finding out how, if you want to be in real estate, how AI is going to create a better guest experience, how it's going to create lower costs of building, how it's going to create lower costs of operating, designing. I mean, we do things now in our company through AI I would have never thought we could do a year or two years ago. And my, one of my biggest frustrations is I'm constantly pushing the team. What more can we do in AI? Are we adopting everything we should be adopting? And so I think it's just jumping in, jump in, get in it, take any job you can is what I tell people coming out of college. Work really hard. Don't necessarily do what you're just passionate about. That's great. Do what you think you're really good at. And if you're really good at something and it marries up with passion, then that's unstoppable. And then you just keep going. We'll close the challenge for everyone listening. Use AI to Feng shui your home office, wherever you work. There you go. Take a picture of it, upload it to ChatGPT. Tell it that's actually redesign this way, John. I think it'll work. I think we're close. That's brilliant. AI might be able to reposition your tasks next generation the way you marry those. I actually got into feng shui like two or three years ago, redid my whole office. It was so much more relaxing. I'm a true, true believer. But you married one of the oldest cultural science with the cutting edge science. It's very cool. Yeah, it can take time to get up to speed. You should have a horn. Thank you so much for coming on the show. We will wrap up here. Leave us five stars on Apple Podcasts and Spotify. Sign up for our newsletter@tvpn.com and we will see you tomorrow. Goodbye. Out check.
Analysis, but he decided to go with semi analysis anyway. Imagine genuinely believing that the entire human race was going to be wiped out in the next year and then you just kind of aimlessly argue about it on Twitter. That is a weird, weird phenomenon that's going on. Oh, Phil is looking for a large gong in the Bay Area. If you are in possession of a gong that is over 30 inches, give him a call. He's in the market. A 30 inch gong. A large gong though. How big is our gong? I think it's 42. 42. We're, we're around there. We're around there. Anyway, do you know where we got this gong? Gongsunlimited.com gongsunlimited.com Phil, you have your answer. Okay, but here's. I could have replied to this on X, but I chose to save it to Monday. Okay, here's the thing. Tell it to you in person. Yeah, gong. Why is. Why did we get the biggest gong? Why did we like. Why is there a limit on gong size? We've seen bigger gongs. They do exist, but they get very expensive. Sort of a, sort of an exponential relationship between gong size and price, unfortunately, which is rough out there if you're in the gong market. Okay, we have to talk about the study.
Some news. Since we really haven't been through the timeline, we gotta start with these Diet Coke videos because I fell down a rabbit hole of Diet Coke Instagram reels. I'm surprised you weren't in this. Yeah, it took them a long time to figure out that I drink three Diet Cokes a day. And I love Diet Coke. But these videos have brought me a lot of joy. So we can play one. There's been a new study about Diet Coke versus Coke Zero and we can pull it up in just a minute. We can also flow to something else. Whatever we want. The world is our oyster. Today in the TBPN Ultradome, Rick Caruso will be joining at 1:30 to talk LA fires retrospective state of the LA real estate market, his management style, risk preferences, deal philosophy. We'll go through it all. Feng Shui 130. I want to a Feng Shui deep dive for sure. We're gonna get that out of them. Anyways, let's play this video. They just came out with this new study that compared people that drink Diet Coke versus people that drink Coke Zero. And what it actually found was that people that drink Coke Zero are idiots. And then people that drink Diet Coke are actually Sigma chads that are way better than everyone else. Thank you. Thank you. We needed that. Wait, play the restock video. The. There's a restock video that is. It claims to be $4,000 of Diet Coke stored all over this person's massive house. I think it's about 200. Let's count it up. Let's count it up. Let's pull up the restock video. And you tell me, is this $4,000 worth of Diet Coke? Okay, that's maybe $20 of Diet Coke. This is maybe $10 of Diet Coke. Here's another 10. We're what, under $100 still of Diet Coke, I would imagine. I'm just so curious. When do they opt for the plastic bottle? Ver odd. Some people have preferences. I saw again on Instagram in my Diet Coke Deep Dive, someone who insists that the 16 ounce aluminum can of Diet Coke tastes better than the 12 ounce aluminum can. That's the level of Diet Coke. Also, check out the organizational inefficiency. Yeah. What's going on here? What's going on here? She's not putting up prodding in the front. Yeah, frauding. Frauding. Yeah. Because you could stack the Diet Coke much deeper, but once you're that far in the real you call it, Instagram is just the Diet Coke app for you now. Yes. Well, I'M so deep that I'm getting Diet Coke vibe reels. Let's pull this one up because this one is electric. This is like peak content. Play this. Play the next one. Is this it? Yeah. Is this it? No, this. There's so many. So many Diet Coke videos. It says it's a must be heaven. Says thank on the thumbnail. There we go. This one. This is like John, Just the fact that somebody took so long to edit this together is that looks like something you could. One shot. I mean, it's like in capcut. And you'd need to choose the words and place them and add the features. You should be able to puppeteer that with an agent, but I don't know of any agents that are really there on the video editing front. Certainly the next chip to fall, the next opportunity rise says.
Up next, we have Augustus from Rainmaker who's the CEO and founder. He's teal fellow and he's in the TVPN ultradome live with us in studio in Hollywood. Welcome to the show. You're looking fantastic. Thank you. And not as good as Jordy in the Rainmaker green suit. Yeah. You did that just for me. Background. Everything fits. Give us the update. How's life? How are things going? Blessed. Better than ever. Rainmaker is the first company in human history to unambiguously repeatedly modify the weather, improve it. Okay, yeah. This past year, break it down. When did this happen? Where? So, you know, I've known you guys for a while. It's pretty tough to be the mulleted kid running around saying that you're going to modify the weather for a few years without being able to prove it. The mullet looks less mullety. It's a little just out of. You're growing out the front. So now it's party in the front, party in the back, party everywhere. I would say either party or just disheveled all around. Yeah, yeah, yeah. But across our operations in Oregon, Idaho, Utah, and the Middle East. East, we've been able to run these operations. And in areas with otherwise no precipitation whatsoever, see snow happen exclusively downwind, where our measured and modeled aerosols are going. And so for anybody that's not familiar with cloud seeding, it's this technology that's been around for 80 years. General Electric invented it in 1946. I would actually be shocked if there's someone in tech that is not familiar with cloud seeding. Just because you've been around, you've been around the circuit for the last few years. But give it to us again, someone, anybody's been living under a data storm. We'll start with what a cloud is. Yeah, yeah. Scientists don't actually know. That's a separate question. By the way, speaking of people not in. This goes deeper than I thought. People that might not heard of cloudstream before. I was talking to some big fancy show producers, and we were like, hey, do you want this story? And they're like, well, maybe if you go on TBPN first, then we would take it. And so there's some other hits this week that it's all credited to you. But the long story short is there's lots of clouds that have small drops of liquid water in them, too small to naturally fall. If you can find those clouds, release the right material into them, those drops will freeze onto your dust and become big enough to fall Problem is, if you blast a cloud and then it snows, who's to say whether you actually made it snow? Attribution. Attribution. Oh, he's reading the investor updates. Yeah, yeah, yeah, yeah. It's just like brand marketing. Yeah. But now the most, like normie interpretable attribution we have is downwind of where we're seeding. Sometimes you can see the water in the cloud in the entire portion that we seeded freeze and then fall out. And in an otherwise overcast day, this hole will open up in the sky and you can see the blue sky and sun and snow falling downwind. And otherwise it's totally overcast. So using data from our own proprietary radar from the National Weather Service radar, even NASA satellites, we're able to show exactly how much of the precipitation is manmad and then tell our customers, be they governments, hydroelectric utilities, insurers, ski resorts. Now, actually, I can imagine ski resorts being early adopters. Yeah, yeah. Although isn't it very narrow? It's such a small target. When I think about, like, rainfall on a corn field, that seems like sort of spray and pray and you're good. But if you want that double black diamond to be hit perfectly, that feels like precision. Are we there yet on the technology? Well, really what the ski resorts want is the off pied to get snow. Right. Like, oh, dude, you got it. Yeah, yeah. Off piste. Off piste, Sorry. Off piste. Yeah, yeah, because. Because you're random. Yeah. Because your snow blowers, the conventional stuff, they can get the actual, like, trails. But if you want to do the backcountry, cloud seeding is best for that. Okay. And so historically, cloud seeding has been no more precise than a few hundred square miles at a time. You're flying these planes at hundreds of miles an hour. The entire watershed will get water. We've gotten it down to because of the wind. Sensing that we're doing the modeling that we're doing. We're like an AI company now, sorry to say it. We've gotten it precise enough to land on about 8,000 acres at a time. And doing all of our snow zone research, that's what we're calling the area that we're hitting. We can probably get it down from 8,000 to a little bit smaller, maybe 1,000 acres at a time, which is easy for any mid to ultra large resort in the U.S. yeah, makes sense. Where has demand been? You mentioned a few different geolocations. You mentioned a few different industries. Do you think that you will be narrowing down at some point? Like finding a beachhead, finding a product market fit. And it's like, yeah, he's narrowed down already. Earth. Yeah, I know, I know. There's a broad. There's a broad vision, but every company goes through a narrowing and a focusing point and then a broadening diversification. Do you see yourself going more narrow for a little bit and just being like the dominant main player in, you know, the Pacific Northwest in ski and then going other things, or do you want to keep running in multiple places? Is there a benefit to that? It's a super salient question. Right. Because if you look at, say, reflect Orbital, the guys that are offering sunlight on demand, infinite potential applications for that, rain or snow on demand, a bunch of different demos could use that. For us, it's two things exclusively. It is municipal and state water agencies. So say, like the Utah Department of Natural Resources, the California Department of Natural Resources. Water for them, that's straightforward. We're very legible to them. They understand the value of snowpack and how that relates to their water table. So that's one. And then just ski resorts. So all these other markets, although eventually we'll play in them. I think insurance is really interesting for, like, crop insurance. I think that. How does that work? So right now there's insurance against crop failure due to drought. Sure. So if you have like a parametric insurance play where you can structurally reduce the risk of drought killing your crops, then you can bring more water down. Exactly. Makes sense. Although that'll all be interesting. It's really going to be Alpine, Rocky Mountain, Sierra ski resorts, and then just the governments that I'm in for. Makes sense. What kind of advancements have you made on the hardware side, the actual drones, like, you guys are flying drones in probably more extreme conditions than, like, I would guess, any other company or organization on the planet. Is that accurate. There's some pretty cool defense companies that are building crazier drones than ours. But we have the only rotor wing vehicle that can fly in severe icing in all of NATO. Rotor wing vehicle. So quad copper rather than fixed wing. Sure, yeah. And so the advancements have been candidly, last year, our drones were basically like bottle rockets. They'd go up, the icing was really severe. We had not perfected the system required to sustain flight through severe icing. But now in atmosphere, bottle rockets, as in, they would go up, they would deliver a payload, and then they would just kind of fall. I was kind of making a joke about them exploding. Yeah, yeah. Okay. So all of the development that's been done in the last year is about reliability and precision. These vehicles, you don't want to lose a drone every time. No, it doesn't work. Exactly. And so we're flying three to four miles above ground level. That's being done pretty consistently up to 60, 70 mile an hour winds in these atmospheric rivers. That's the big development there. And then also another big thing is the aerosol sizing. So this was part of the big breakthrough that happened in January. We realized we needed significantly smaller so like nanometer scale and then significantly more concentration of these particles to deliver the effect that we were intending before that we were releasing like micron sized particles. But now because we're releasing more and smaller particles, we're able to more reliably see our effect. Wild. How has the response been to just the vanilla pushback of like dangerous chemical goes in the cloud? This, this like the actual silver. Is it still silver iodide? Is silver iodide something you can't just chug in a glass of water? Right. Did you see a dachshund video? Yes. I want you to unpack that. That did not look very good. Like what's going on there? Yeah. So shout out to Daxon from soon. Great filmmaker. Yep. Spect potential investigative journalist going on. What's going on here? So silver iodide is still what we're using. In this upcoming winter, we're going to have scaled operations with our alternative seeding agent. It's this naturally occurring protein from American soil. It's so on brand for you. Yeah, yeah, exactly. We think that you know how like you're trying to. It's like a naturally occurring white monster. Yeah, exactly. So we're going to mix the protein into whey and then I'm going to. And it's going to play. But no, I mean putting salt in the atmosphere doesn't it seems like that could be. If it's a natural substance, if it is something that you could drink, that would be. That would kind of close the loop. But are you thinking about moving away from silver iodide entirely and moving over to this new seeding agent? So silver iodide, because it's safe, because it's proven, because this problem is already inordinately complex. We'll continue to use in most of our commercial ops for the next two years. The reception is generally like there's two things happening at once. There's more awareness of cloud seeding. Like in the last three years, there's 400 times more searches of cloud seeding than there were before. We're all wondering who's responsible for that. And then also on the public sentiment side, as long as you can disambiguate the sort of Bill Gates dimming the sun type stuff from cloud seeding, which is localized precipitation enhancement, people are pretty receptive. And silver iodide, if you back out the math for people, they're willing to talk 90% of the time, 10% less tractable, but we're always going to be open and transparent with them. Long term, though, my primary interest in alternative seeding agents, it's not just because I want to get away from the PR of using silver iodide, it's that these proteins are about a thousand times more effective at nucleating ice. And the Chinese have that one primary advantage over our weather mod program. So they're doing very advanced material science for different graphene particles that much, much more effectively manipulate the weather conditions. But that seems more problematic. Graphene from an environmental perspective, like, if it falls on my corn, I eat it. I don't necessarily want graphene in my digestive tract. Something like that. That makes sense. Yeah. But maybe in certain applications you don't care about the chemicals in the water. I don't know. Like, I mean, if you're skiing, you're not necessarily eating the snow. So there's potential for chemicals. Lots of people yellow. So maybe that's not the. Maybe that's not the best example. But there must be some sort of. There's probably some applications where, you know, you're not net polluting the environment. Potentially. Yeah. And I think there's also always the, like, dilution is the solution angle. You say, okay, if you put down 50% more water, then it's still an inconsequential amount of material in the soil. That's their angle right now. Yeah. Yeah, that makes sense. Jordy, what's the team like today and where are you guys? Like where. All over the map are you? Yeah. So we were. I don't know what we were last we spoke with this time last year, we were about 30 people. We're a little bit over 130 now. Wow. Yeah. Huge. Yes. How is that divided up? So there's about a third 40 or so in Los Angeles at any given time. There's about 60 in Salt Lake. Shout out. Utah, shout out. Governor Cox. Shout out. LDS Church. Love them all. But then we have a smaller operational site in Pendleton, Oregon, an operation in the Middle east, which we still cannot talk about the location of. And then our DC team in shortly actually in Alaskan as well. Alaska, yeah. Are you still going to, like, local court hearings? Constantly. I feel like you were on a run there also. There was like a. There was like a potential of, like, is this going to get completely banned in certain states or at the federal level? Like, what's the status of, like, the government pushback? I know the government's doing a lot of different stuff, but yeah, at the state level, of the 31 bans that were proposed, only two went through in last session. Florida. Florida and then Louisiana. Unsurprisingly, the discourse in everywhere east of the Mississippi where they don't need the waters badly is more liable to chemtrail conspiracy discourse. West of the Mississippi, people need the water and are willing to hear you out and disambiguate. I think that in terms of federal involvement and potentially preemption, President Trump brought up the necessity of saving the Great Salt Lake. Right. We have operations for the Bear river, which is the primary tributary into the Great Salt Lake right now. And if we were to scale up our operations about 10 times, we could radically accelerate the timeline to reversing the eratification of and refilling the lake. And so we might get to see some participation at the federal level in cloud seeding because it's the only way to produce net new water for the lake. And that's an interesting project. Not because. Not just because the lake is piece of national American heritage, not just because it's something that all of the ski industry is dependent on in Utah, because that lake effect snow is what gives you the champagne powder. It's not just important because if the lake aridifies, you end up with toxic arsenic getting kicked up like in the Salton Sea. But also it's the training wheels for what a interstate weather modification project would look like for the Colorado River. Right. The Bear river, which flows through or the watershed which flows through Utah, Wyoming and Idaho. That is sort of the precedent setting that we're looking for for the Colorado, which is down to about 8.1 million acre feet through Lees Ferry every year. That's the place where they measure flow of the river so they figure out allocations. That's about half of where the water was measured to be or suspected to be when we made the Colorado River Compact. Rainmaker's goal to call a shot publicly is to get the Colorado river back to its 1920 supply levels by 2031. That will mean about 8 million more acre feet of water down. And a lot of that will come from cloud seeding. And some of it will come from other technologies that we're looking at right now. How do you structure your customer contracts? Like how does that work? Right. I'm assuming you have these different types, different types of groups that you're working with. But what does a typical contract look like? I'm assuming it's like annual contract. You're trying to deliver a certain amount of effect in that period. But walk us through it. So there's two modes depending on the customer. With B2B, it is value based pricing. We've recently hired on some guys from Palantir. They've been instrumental in us figuring out how to set up those structures. It is some program standup fee and availability and operations, maintenance, repair fee and then being paid based on the inches of snow that we produce. The gallons of water that flow into the system of interest. People value the water from cloud seeding very differently. And so we structure that outcomes based pricing differently depending on the customer segment and what they actually want. Then on the B2B side, I'd prefer to do that sort of outcomes based pricing. But you wouldn't be surprised to find out that governments have a harder time paying for outcomes than they do for infrastructure services. And so that has looked like firm fixed fee for the most part. Yeah. So all of our operations priced into the initial contract. Stand up. Give me an update on the Gundo. Dude, feels like a bunch of companies have grown a ton, potentially outgrowing the Gundo. Are there more? What's net inflow? Like you know what's going on? Well, I think the first. It's also just less noisy now. I feel like the meme like you kind of. Because they all locked in and then locked in, right? Yeah, yeah. There was a pretty deliberate discussion that happened in the group chat after your piece came out. We were like radio silence. Like we all shut up. Yeah, yeah, yeah. So I think the most important thing is that it didn't blow up in like a fiery disaster, which it totally could have. Yeah. But if you look at us, if you look at Valor, if you look at Neros, a lot of these companies are like at scale and operating in size now. Valor and the older guards doing well too. Radiant and Impulse and Varda, that crew, they're like the. I feel like they're like the Anks. Yeah, they're the Unks. They're like the juniors. You guys are like the sophomores now. Yeah. And the seniors like the spacexes and the Lockheed. Mattel. Mattel. Harvey's there, of course. Classic Gundo company. Yeah. So I think that Our original like Gundo bro cohort having matured, that's something. That's pretty cool. But yeah, every single one of these companies now has operations manufacturing, namely outside of Gundo. R and D will stick in and around Gundo, Torrance, the Greater Gundo area. The Greater Gundo area, including Bel Air and Malibu. I consider these Greater Gundo. I think actually Greater Gundo extends all the way down to Costa Mesa to include. Yeah, there's a prolific defense company in Gundo. Greater Gundo. Throw San Diego in, why not? Yeah, Las Vegas. That's Greater Gundo. No, we don't claim Vegas actually, but right up until San Mateo, you get Nvidia, maybe not Facebook. You stop at the chips. Yeah. And the inflow has been pretty consistent, largely through Decipulus. Yeah, that's right. Jacob. Yeah, Jacob's been last week. Right? Yeah, yeah. That was really cool to see a rundown. How'd it go? Well, I'm, I'm personally investing in some of the companies from Deciduous. I think there's a few worth checking out. One just at the top of my mind is Western Chemical Jared West. He is the guy. I don't know if you saw the Jared west of Western Chemical. Water Processing, taking wastewater and then putting duckweed into it, harvesting and cleaning the water and then taking the hydrocarbons out of the duckweed thereafter. Yeah, so that's one of the first processes that he's scaling up production of. Okay. Yeah. What were the other trends? I mean it feels like one interesting trait of the Gundo companies was that they were maybe more like pointed to specific solutions. There was already, there were already like a big energy company generally or like big oil or like, you know, a big defense tech company. But then you'd get somebody like Neros and Soren who are like laser focused on this one application and still breaking through. And like it's not, it's not like you were framed as like just like, like dealing with water broadly. You weren't the water company, you were like cloud seeding specifically. And it was this sort of off the beat technology. And I feel like that's part of what made the Gundo experiment so interesting was that it felt like a science fair in some ways. And there were a lot of people that were like they weren't biting off more than they could chew, but they were taking on really ambitious projects that like if they scaled, they'd work. But is that culture alive and well? Like, and are there, are there like the Sipulous thing, are those companies like coming to the Gundo, are there new freshmen joining every year? Basically, yeah. Yeah. Sometimes I feel bad because the original cohort go bad for the hazing rituals. No, in 2023, I assure you, I'd have instituted something like that. But 2026, Augustus, not so grown man. Grown up. Yeah. Nobody even lives in the office anymore. Wow. I know. Fell off. There's no squat rack in the office. Brutal. It's brutal. Gone corporate. Yeah, it's over. He's big cloud seeding now. Big cloud. But what's interesting about this most recent cohort is it's largely like chemical manufacturing. Interesting. Yeah. So I think that if we pumped out more defense slop or energy slop, like that space is pretty. Well, it's hard. Yeah. Anduril has a bet in almost every category and a lot of funding and a lot of talent. And so there's a big question about should you try and compete with Anduril or just go work at Anduril. Right. You can certainly fulfill a mission if you want to work on some particular solution in defense by just going over to Anduril. It's not some abstract company. Do you have any younger competitors, as in, like startups? Or is your competition somebody deciding? Just a newer otter cloud seeding company with a longer mullet. Because I know you guys acquired a company at one point, right, that was doing something in the space broadly, but has anybody been crazy enough to try to fast follow you? So we did acquire one of the legacy cloud seeding companies that was using Plains ground generators, and we're going to continue rolling those up just because it's very simple to inject our tech, produce significantly more water, prove our yields, and then upsell accordingly. No, I don't know of anybody that's started a company that's competing with Rainmaker, and I think that they'd probably get bodied instantaneously if they were to do so. It'd be a nightmare. No, I'm sure there will come a point where people will be like, wow, he figured it out. Basically, once you hit a certain scale, then they'll be like, oh, that seems like a good idea, but it'll be too late. You'll already be getting dragged in front of Congress for monopolizing cloud seeding. Yeah. I think that I'm supposed to be magnanimous publicly about that sort of thing, but I do. You have to be magnanimous publicly about energy drinks? About energy. The first time we recorded anything together, we did a tier list. I want you just a quick tier list of rank. All of These, please. Can you rank every? Can you rank every. You got the Alani Nu up there. This is the biggest tier list. Are you an Aulani Nu guy? These are unranked. This is the beginning of a tier list where you have to sort these from absolute heaven. S. Tier A, wonderful and amazing. B, pretty damn good. C, it's fine. D, gets the job done. F. Why are you drinking this, then? Instant kidney failure is the lowest possible tier. And then, of course, you can put things in. Never tried. There are a lot in here. I didn't even realize some these existed. Full throttle. That's pretty full throttles in there. We got a lot. Anything standing out? Anything make it in the Augustus rotation or the. Or the Rainmaker fridge more frequently than previous? I think the. I think the biggest ones is not actually listed here. Oh, deep cut. There's like a. I think it's called, like, Red Tiger. It's this Red Tiger Jordanian. It's this Jordanian energy drink. Instant. They don't list the ingredients. And so I would actually disagree with the premise and say instant kidney failure, if it gives you the optimal nootropic effect, is probably what we're optimizing for. We never got you to rank Diet Coke. Are you pro Diet Coke or are you a hater? Stand on Diet Coke? I think, unfortunately, Diet Coke is SF coded. Oh. However, I'll offer my olive branch to SF and say we did the meme. We dogged on you guys for making nonsense for long enough. We can be friends. Yeah. Now they're. They're shipping, I don't know, semiconductors and hardware. There's a lot of companies up there. Ulysses. I don't know if you're buddies with Will. Yeah, right. Yeah. And he's building real stuff up there. Will. David Poseidon. Yeah. There's a ton of. Also just like. I feel like both Ulysses and Poseidon. Yeah. That's hilarious. There's also the. There's also just a boom of, like, consumer hardware, industrial robotics. Pretty cool. There's a lot of stuff. And I feel like even. Even if it's like a consumer robot that does your laundry or something, like, that's a little bit more. I don't know, just like a more optimistic future than just more ad tech. And I think it sort of checks the box. It's close to checking the box of the Gundo criticism, which was fair. What is the tvpn, like, public policy on. On prediction markets, by the way? Public policy? Well, we don't. We don't engage in them. We don't trade on them. They're sometimes useful to pull up like, like the Elon Sam Altman lawsuits going on right now. I think it's sitting at exactly 50%. So bad example because that tells you nothing. But, but, but in terms of like the midterms flipping, I find that really useful. But, but I generally, I generally hear your criticism about, like, we don't need more sports betting. So we've had Sagar and Jetty from Breaking Points on. I think you agree with him and. Yeah, I think we're like, in loose agreement with that. Okay. That the sports betting is like zero sum, negative sum. Did you hear about the. What was it the SF guy that, Not San Francisco, but Special Forces guy that bet on the Maduro extraction. Yes. That feels. Yeah, he's betting on himself, but obviously a violation of the job, I imagine. So not good. I mean, it's crazy because it puts you and your team in insane harm's way because you have to like Maduro and his government have access to the data source. I hadn't even thought about that. That's crazy. And so you're bas basically telling the enemy indirectly, like when you are going to. Yeah, because they can see a spike in the chart. Yeah, It's a signal. And so, yeah, the more I sat with that, I was like, Trump. Trump's reaction when somebody mentioned it to him was he was like, comparing it to like betting on yourself in baseball. That's the joke. That's not the real thing. Yeah, but this was like a, you know, putting. I think that guy should probably go to prison for like. Yeah, 20 years. Rough, but not based in SF. I think both companies are in New York. True, true. Yeah. Stick it with the finance price. We haven't yet made money off of snow prediction markets. Well, you have. You saw it about the hairdryer, Right. So there was a Paris weather market and this guy gets caught on video pulling a hairdryer up to the, to the, to the, to the meter. And I mean, the other thing that's, that was sort of irksome was we got to a point where there were prediction markets around what people would say during their TBPN appearance. So that creates this weird thing with the chat where the chat will chime in and be like, ask him about, ask them about Bitcoin. And sometimes that's like a reasonable thing. Like maybe we do want to know, is there a crypto integration to this thing? Or they might want to ask you about. Oh, ask him about, like, Abu Dhabi specifically. Or ask him about Spain. Specifically, is there anybody's bag we can wear right now? Yeah, exactly. And so it creates this weird dynamic where it sort of like degrades the quality of the questions that are getting asked in the chat, which is annoying because the chat is very useful for us to bring an extra character in. And then we had a very weird interaction where at one point we had prediction market scrolling across the bottom and a guest, actually Sam Allman was looking at them because he could see them. And one of them was like, Sam Allman declares AGI and he's like running this weird thing. Like this is weird, like people are gambling on what if I say this word right now, this triggers this thing and it's just like distracting. Yeah. And so there's been like a back and forth there, but still some cool intelligence and some cool like meta analysis for like understanding what is going on and just synthesizing a bunch of like polling data. That's still pretty interesting to me. Yeah, but yeah, no, I, I think they should be illegal. Even though even the, even the political ones, like who's going to win the next presidential election, so. Well, yes, but like I heard one person say you could self fund a campaign. You ever read this article where it was like, yeah, bet on yourself. Yeah, exactly. All that to say though, like Gundo still, all the changes it's gone through corporatization, not like sleeping in the office anymore. Like, everybody does hate the get rich, quick cash out slop stuff and if only for the sake of some moral fortitude and like the mitigation of the degrading mental quality of everybody across the country and also like the middle and lower classes just being utterly bodied by people that are doing de facto insider trading on these things. Like, yeah, they should probably be illegal. Yeah, that was Sager's point about just gambling broadly, that like the inaccessibility of like Las Vegas is like a feature, not a bug and should not be worked out and you should need to like explain to your friends and family like why you're going to Las Vegas. And then like, maybe you're only there for a weekend, you come back and you're like, not just like stepping away from the gambling, but also probably hungover and being like, I don't need to do that for a couple years as opposed to like push notification. It's available now. Yeah, yeah, very tricky. But stay safe out there. I don't know any any more shots you want to call for this year, for this upcoming year? I think asi. Yes or no? ASI are You. Are you AGI pelled? I would have said two months ago. No, absolutely not. But some of our smartest philosophy graduate, like super, super AI native young kids rebuilt some of the most sophisticated weather models in the world with LLMs here. So, yeah, I would say actually you have to AGI harden your company. And so we're doing all of this. That feels like AGI pilled, not AI God pilled. Yeah. Yes, yes. But also, you useful tool. Pilled. Yeah. Not. Not slop. Oh, it's a bubble. It's nothing. It's not even useful. Like it is useful. No, super, super useful. I think the weird take though is like most of the economy is faked already, so everybody's jobs getting automated is like ostensibly. No, you've seen those Instagram rails, right? It's like AI is going to take my job. What job? And it's like a guy like, you know, skateboarding or something. Yeah, exactly, exactly. So, yeah, I think it'll probably like revolutionize a bunch of stuff now. I think on the water thing, I brought this up before. The water critique of data centers. Yes, sure. We'll talk my own book all the time. But like, they don't actually use that much water. I think all of Google used 50 golf courses worth or something like that. Yeah, 50 golf courses just around Southern California controls like 20% of compute or something like that. Maybe more. It's like absolutely insane. It's not a water issue. It is a power issue. Are you bullish on desalination? Yeah, yeah. I think Desal is going to be pretty instrumental. I mean, is there a bit of you where you're looking at what Isaiah is doing and you're like, megaproject Desal. Like, this feels like you could crush that. And it's. I don't know, like it's. It's a different. It's a different shape of company. Like, what you're doing right now is maybe more innovative than just being like, there's a desalination plant that works here. I'm going to build another one. Copy paste. But what's really involved in that is like what Isaiah is doing, which is like marshaling the capital, marshaling the political will, getting stakeholders aligned. Like it's this very soft, messy thing. All things that you're quite good at. You're good at this. And I feel like. I feel like if you know. Yeah. Is there a consolidation point right down from your office? Yeah, well, it's off. Right. The Desal plant. Well, are you thinking Carlsbad down in San Diego? I thought there was one like in El Segundo. Is that not right? There's the water treatment plant, Hyperion. Yeah. They do a ton of recycling. No, I think a shot that I will call is by Q1 of next year, Rainmaker is going to be doing some decel. Let's go. And yeah, a lot of that is like marshaling political will and stakeholder engagement. Yeah. It's also, you got to take the perspective of modular manufacturing of units. Right. Like, that's what Valor's big thing is. Nuclear. We talked to somebody who was doing a D cell at the scale of like a cooler. So, you know, you're going camping, you can fill it up with just swamp water and you can get clean water battery powered. It's a smaller unit, you know, but you can kind of scale up. Yeah, sorry, I'm. I'm laughing at myself. I. I realize I haven't told any of my investors yet, so. Don't worry. It's not like it's live. Yeah, but we'll review this before we post it. No, no, no. But yes. Stay tuned for decile. I think the decal really, the roadmap is really good at snow time precipitation enhancement. Then come next year, we're going to be doing operational summertime, like warm cloud precipitation enhancement alongside hail suppression. That's the same period when an arm of the company will start doing this decel work. And then thereafter, the third thing that you have to do is automated tractor tilling of biochar or hydrogels into soil because we make a ton of water right now via cloud seeding. But if you do that in, say, Moab in southern Utah, your effective precipitation is about 10%. Most of it evaporates away before it actually percolates into aquifers or runs off into streams. If you start to till the soil with these absorptive materials that increase the amount of organic matter there, you can change the trophic potential of the soil such that it's not just sand anymore, but grasses can start to live there, biota can start to survive in the soil, and then you retain more water year over year because of that. That's more of like a 20, 28 arm that we're going to stand up. But snowpack now, rain and hail next year, desal towards the end of that, and then automated tractor tilling thereafter. Very cool. Yeah. Thanks for coming on the show. Fantastic to get the update. Thanks. Great hanging out. We'll see you soon. We have our next guest, Rick Caruso, joining in about 30 minutes. What you got? Look at these. American Conservation Coalition. There we go.
We have Anoush from amd, he is the Vice President of AI Software and we'll bring him in to the TVP and Ultradome in just a minute. Here he is. Anush, how are you doing? Good, good. How are you guys doing? Thanks, we're doing great. Happy Monday. Thank you so much for taking the time. Since it is the first time on the show, I would love for you to give a little bit of introduction on yourself and how you fit into the AMD organization. Yeah, I joined AMD about two and a half years ago. I came in through an acquisition called Nor AI and we'd been building ML compilers for five, six years, the precursor to AI. And I was at Google prior to that building Chromebooks, Chrome OS and now I lead AMD's software strategy, software execution and trying to make sure AMD has a pervasive AI software story as much as a pervasive AI hardware story. Got it. I'm sure the question that everyone is asking you is around how AI is speeding up the actual deployment of AI models onto other silicon stacks, other chipsets. AMD specifically, how is it going? What is real? How much acceleration are you feeling? Obviously we've seen incredible performance from AMD on Semianalysis Inference Max, which I think has been renamed, but Inference X. Inference X, that's right. And so like, it is clear that AMD can provide incredible inference for AI models. And I think there is an expectation that the AI models themselves will allow for more powerful models to be deployed on AMD more effectively. But what are you feeling? What are you seeing? What are your sort of timelines for more fluidity between the silicon stacks that are out there? Yeah, very good question. So until about December, I saw it like a linear progression. I'd been here for two years at AMD and it was like hard work, grind, grind, grind. And then suddenly it was like, oh wow. Software is just tokens and time. So since January it's just like supercharged. Our ability to execute even performance things that we traditionally took a little bit longer to get. When we launched Mi355, it would take us a little bit to understand workloads that are not in the well lit path and go after the performance. Now, all of it, we have to be everywhere at the same time and be performant. And AI helps us do that. We have automated performance loops that just run with. As soon as the customer tries the model, we start an agent that's just nonstop optimizing the customer's model. Then that allows us to not just make the performance aspect but also the breadth of coverage to make the out of box experience delightful and magical and that we're seeing it in our customer feedback and what we hear on social media. I track that very religiously just to make sure that the experience is good and it's been good so far. Yeah, I think I've seen you do the little yachty walkout once or twice. Taking adventurous courtesy of some AI company and semi analysis of course. Walk me through the key like levers of AI enhancing productivity on amd. Because I feel like there is potentially a world of secret tricks to model performance that are maybe not in the pre training data and are locked in the heads of very talented folks that work at AMD and often are deployed with a company to actually get the last 1% out of whatever production run is going on. But then there's the other side, which is this feels like a perfectly verifiable reward. You can run this loop, you can sort of brute force it. And if you're deploying a large scaled model and there's a lot of money on the line, you can potentially put a ton of compute behind it. And so even if the training data isn't 100% there, you'll get there through reinforcement learning. But what are you seeing as moving the needle? What's the next thing that needs to happen? Are we just purely scaling compute here and everything is like one click on AMD and everything's great. I don't even know what the benchmark is, but the hypothetical full performance is realized? Yes, yes. So very good question. I'll just take a step back and say AMD has had this ethos of open source which really plays to our advantage. Every frontier model that I use has already seen every bit of AMD source code. It will rewrite my spec for me because it already is in the pre training data which you cannot get from closed ecosystem because you are constrained by what is out there. We publish our ISA specs. In fact I built a virtual GPU simulator just based off of our public specs. Now I'm running on the gpu. I can run cross generational GPU simulations on an existing hardware. So to your point on pre training data we have that advantage and we'd run a dev day contest where we generated more tokens on AMD like Triton kernels and hip kernels than that existed on the Internet at the time. So GPU mode had set this up and so now that's all part of pre training data which again is a superpower because now you're open source and you're agentically accelerating this process. And then the second part is that's already. The foundation is solid and now agent loops just, they're working nonstop, right? So we know our roof lines and so these agents just continue and execute towards those roof lines and so it makes us achieve that. So from where I see it, I think AI is just. It's become like this great equalizer. I thought abstractions alone will be the great equalizer for GPU programming like Triton and higher level Pythonic ones, but now it's like that plus agentic AI. I have agent loops that are running nonstop every night that are looking at bugs, PRs and they're just automatically fixing them. Of course we have humans in the loop where needed, but if your harness gets really robust, it's good to be in autopilot. I'm very confident in the enablement that AJTK has given AMD as a whole and how we can execute and skate to where the fuck is going. Not all the journey of where it went to now. Okay, yeah, that makes sense in the theme of skating where the puck is going. You know, I'm loosely familiar with this, you know, the paths around Cuda and some of the trends that we're seeing there. What is going on in the CPU world? It feels like we're incredibly CPU bound from a physical number of chips perspective. But what are you hearing from developers and engineers on what needs to happen to unlock all of the capacity and use the CPUs more efficiently? Is there a need for more software? There is this just purely just make as many chips as we can. Like the job's finished or what are people asking you? Yeah, that's a very good question. Software, the job is never finished. It's just you're going higher and higher in terms of orchestrating and enabling the last mile. You always want to try and see how much more efficient you can make a system. Like we started the thing, the discussion amd, even on laptops like the STRIX Halo laptop, It's got a CPU, GPU and NPU. Now with AgentIQ AI, we are actually able to provide a very clean, heterogeneous runtime and then a compiler so that now you can actually bounce between these based on the usage. If it's tool calling and it's not GPU bound and you can use it on the cpu, we can shift to the cpu. But then the interfaces, we want to make it seamless so that it's elastic between where you want to Run this. I have a strix halo here on my desk that's running a local voice model that does my transcription. It's a hacked up version of codecs that can actually do real time voice transcription. That's cool. I have, I have a small keyboard that just has next session, previous session and this is push to talk. That's awesome. This one here is extra high or high or the model selector then you can just speak to it. In that case it's running all of the voice on the npu so it's able to do real time voice translation. Then it does GPU and then CPU and then where required it constant to, you know, the thinking models are up on the cloud. So it gets, yeah, it gets a combination of all of this. Yeah, yeah, that makes sense. The flip side of that incredibly cool four key keyboard is it's over for you if you, if your entire job is based on the traditional QWERTY keyboard. I'm sure that there's a, I'm curious about like AMD seems like a fantastic place to work in an AI takeoff in a crazy AI future world. What are you seeing on the people that are joining AMD right now that are set up for success? What does it take to get a job at amd? Where are the new high leverage positions within the organization where you see, okay, this person is on a fantastic career track inside of amd. Well, it's a very, very good question. So what I do like about AMD is that I think it comes from humble place of being through 55 years of a journey but then deeply ambitious and then at the right place at the right time. Have been executing on hardware for so long and now the software piece is accelerating it. So the way I tell my teams is that we're a startup, we're a 55 year old startup and even in the AI group it's like 2000 people. I encourage everyone to work like your startup. The right thing I have on all hands with everyone who has a manager because in the future it's going to be manager of people and agents. You're just going to accelerate that capability and your breadth of what you do is going to increase. I think the workplace and the culture is like, hey, let's go do it. Be humble, ambitious, go, go do it. And then the acceleration is just something that I look for, for people to look at it as. It doesn't replace first principles thinking, but it can do a lot of your work. Right. You know and so my, my coding interview is like, show me your Plan your skills and solve this problem while you're sitting at it. Right. Like you know, like the first 10 minutes of what you do with cloud code or codecs. I know exactly your thought process in terms of how you're going to approach it and what your harness is going to look like. I'm super excited about the overall team, how we're adopting Agent Ki, but also the folks that are joining us that have deep experience in the fields and now just supercharging it. What is AMD's equivalent of the forward deployed engineer? Like at any given point, how many engineers do you guys have like on the ground at different data centers or even within the offices of labs or other companies? Yeah, that's a very good question. We didn't get very creative. We called it forward deployed engineering. My fixability broke. So we started that about two years ago and well, I guess now we should have an FDA also Power deployed agents, FTE and fda. But it's multiple hundreds of people that are just, they're focused on the customer. The way I phrase fd is that SDE or software developers are the forward pass and FD's are the backward pass. So the forward pass executes to a PRD and the FD is execute from a customer backwards. And that's your entire model of operation. And both of you have to be a software engineer to start, but you just come at the same code base from whether you're forward pass or backward pass. Yeah, makes sense. I wanted to ask about the story of George Hotz and how he sort of raised alarm bells, but it felt like you said AMD is a startup and I did not think that amd. I didn't think of AMD as a startup three years ago, but when I saw that interaction and the back and forth there and the change that actually happened, that felt like, okay, this company is in founder mode, this company is in startup mode. How has the flywheel of feedback from the open source, the individual, the random Twitter poster actually become actionable? Because I think there's a lot of companies that will see something being said but not necessarily take action. Like how culturally has AMD changed to actually move the needle when something like that happens? Yeah, very good question. First, mad respects to George Hodgson, the skills that he has. I wrote a rock import on macOS just based off of tiny grads, what he's done. So Now I have macOS ROCM running with an EGPU and that's, that's the power of open we can see and now the industry Moves forward on the flywheel. I personally monitor all of X as much as I can, like all the keywords, AMD software sucks or something like that. If somebody posts you're going to take it personally, it's going to ruin your afternoon. It's okay, it's okay. I take that as one of my jobs to do so. I personally respond and to, you know, whether it's George Hart or whether it's anyone else, I may not know who that is, but usually my response is if there's a specific issue with the GitHub, I will go personally track it down and make sure it's fixed. If it's an opinion, it's hard to find opinions because it's an opinion. And sometimes opinions are like lagging indicators and that's fine. Will earn their trust and we will take step by step to get there. But the problems that exist, we want to double down and go actually fix. We started this about a year ago where people were like, oh, you removed support on this card or that card or you don't support Windows? Well, a year ago I took a poll and we sorted all the systems that we needed to support. And now, at least as a community supported version, all of those hardware for Windows and Linux and now Mac OS 2 is all being enabled so that customers or developers can use AMD and be delighted by it. Last question. Is AMD a car? Is AMD a car? Yes. Is this a car? Okay, let me see. Well, tell me more about the car. It's a Formula one car. It might be a car. It's a Formula one car. There we go. That's the correct answer. That's the correct answer. That's the correct answer. It's a good car, sir. It is a good car. It is a Formula one car. And the race we run, you know, sometimes we are a little two inches behind and one inch ahead. Yeah. But we're ready for the race. I love it. It's been fantastic following the ra. It's been fantastic following your progress. One thing I know for certain, you did not wake up a loser. That's for sure. That's 100% true. Obviously it comes across very clearly. Thank you. Thank you so much for taking the time. The news today is that annual Developer day, San Francisco, April 30. Go check it out. And thank you so much for taking the time to come join us. Nailed it. Follow. Okay, thank you. Great to hang. We'll talk. Goodbye.
Up next, we have Will Hurd returning to the show, but this time he's live in person in the TVPN Ultradome, we have Will Hurd. Welcome to the show. Welcome back. Thank you so much for taking the time. You know, you've been on the show before. I know we have some exciting announcements today, but I was hoping we could sort of. Since we have 30 minutes, we have some time. I was hoping we could go back and tell a little bit more of the Will Hurd story, because it's one of my favorite stories, but does that sound good? Can we start at the beginning? Where did you grow up? I grew up in San Antonio, Texas. Okay. How was it born and raised? I loved it. I was the baby of three. Okay. My, my. So my father's black, my mother's white. And so growing up as a biracial kid, that word biracial didn't exist when. When. When I was growing up. But love San Antonio. Love San Antonio Spurs. Yeah. Love everything about it. Do you play sports? In high school, I did. I played basketball. And. And so. And I. I was on the practice squad at Texas A and M for three days. When I went to. When I went to college, I realized I'm gonna. I'm gonna play. I'm the only. Play defense and maybe get to ride the pine later now. So then I got involved in student government. What? Okay, student government. I want to ask you, like, what was your perception of the US Government at that time? I didn't have one. Okay. Like, I wasn't, you know, I wasn't reading the Constitution when I was 9 or things like that. I. I played basketball. I loved robotics. I got to intern at the Southwest Research Institute in San Antonio, which is the largest private research institution in the United States. And I worked for this woman who graduated from Stanford, and she was doing some cool robotic stuff. And I'm like, I want to be like her. And that's why I decided. I knew I was going to major in computer science, but I thought I was going that route. Politics was. Wasn't anywhere on my radar. But my freshman year in school, somebody said, hey, you should get involved in student politics and help, because you meet a lot of people that way. And I ended up as a freshman running this guy's campaign for student body president. He won. And so that's kind of how I got involved in student politics a little bit. Yeah. I'm always so fascinated by your story. Any marketing hacks? What? Look, so for us, he used this. Is this. I'm dating Myself, right? He had the first guy. We built the first website every year in Student Politics in 1995. Right. And it was like, earth shattering. And, you know, it's like we were still using 2400 baud modems at the time. And so, yeah, so that was really. That was really the beginning of kind of digital marketing. Have you ever told you the story about when I ran for. I didn't run for student body president, but I read for class government. And my entire philosophy was just name recognition and like ad impressions effectively. So I just put up huge banners everywhere that said Vote Coogan. I made every single person in the school a T shirt that said Vote Coogan. I bought these, like, cheap shirts and would spray paint them on. So they were really efficient to make. So everyone had. Everyone was very aware. They didn't know what I was running for, they didn't know what I stood for, but they knew my name. And so when they went to the ballot, okay, I guess I'm voting Coogan because I've been told Vote Coogan so many times. Name id. Name ID is important. It's the most important thing. So you knew that, you knew that at an early age, you know, But I mean, the reason that I'm so fascinated by this interplay is because it feels like computer science and government have been on a collision course for years. And we are now at this moment where there are very serious discussions, but I want to continue into, you know, actually studying computer science. Like, what was that? Like, where did you think that was going? Did you think this was. Was this like the, you know, the, the. The birth of big tech? Were you watching that? Like, where were you? What was. Were you just interested in the technology broadly? Like, what. How are you processing computer science? So I was interested in technology broadly. I was interested in the problem solving. For me, what I always say was great about computer science is it teaches you a way of solving challenges. And regardless of being able to vibe and all that, that mentality is first principles 100%. And so I thought it was gonna be cool to be on the cutting edge of stuff. And look, I had some pretty cool offers out of school. My first offer in the CIA was in the science and technology department, basically the queue of the CIA. But I knew I wanted to do ops and recruit spies and steal secrets, and so I went that way instead. But it really is weird, this, this understanding technology enough and the implications of it and how it's adopted and some of the consequences and how you use new technology to solve old challenges. It's funny sitting here thinking about going back in my life. It's like those are things that I've been focused on since I was 19. Yeah, take me through the decision to run for Congress. Look, I, in addition to recruiting spies and stealing secrets, I had to brief members of Congress. You know, I lived, I was in D.C. for two years at what I used to call our super secret CIA training facility called the Farm. Now it's on Google Maps. I did two years in India, two years Pakistan, two years doing interagency work in New York, and then a year and a half in Afghanistan where I manage all of our undercover operations. Were you in Afghanistan? Yeah, I was in Afghanistan. And so my career started with the USS Cole bombing. This is, you know, this is when a lot of the public first became aware of Al Qaeda. Al Qaeda and Bin Laden had been along for a long time. And then my career kind of ended with right before Coast. Coast was the deadliest attack in CIA's history. A double agent got onto one of our bases and blew himself up and killed many of my colleagues at the time. So I was there in the global, the global war on terrorism. And in addition to recruiting and doing that job, I had to brief members of Congress. And I'll be honest, I was pretty shocked by the caliber of our elected leaders. And there was this time in Afghanistan. Negative. Yes. I had a negative impression. I had a negative impression. I've had some interactions with members of Congress and I've been shocked to the upside on how good of people they are, like, how much they're trying, but shock to the downside of just. You regurgitate some basic fact and they just have a surface level understanding, but then you dig a level deeper and you're like, is it like, what would it actually take to have an encyclopedic knowledge of every discipline? And so there's a lot of sort of gel man amnesia. Whenever you're talking to somebody in government, you come in, you're the expert in media, or you're the expert in technology, or you're the expert in oil and gas. And you come in and you're like, like, this person doesn't know anything about oil and gas. And it's like, well, they have to know 1% about everything sometimes. And so it is somewhat forgivable. But you clearly thought that it could be done better. And let me be clear, like, there are many members of Congress that are fantastic and I just didn't get the chance to meet them. Right. And there was an experience in Afghanistan, where a bomb went off in front of our compound, killed some of our local guards, took out a section of our protective wall, and my unit was responsible for trying to figure out what happened. And, and basically we conducted a bunch of operations a short period of time. And I had a briefing with members of hpsi, the House Permanent Select Committee on Intelligence. And basically what happened in the meeting? Someone asked, what's the difference between a Sunni and a Shia? And I'm sorry, explaining the divide between the two. Excuse me. He asked why the question was actually about Iran. Why was Iran not supporting the Taliban in Afghanistan the way they were supporting other groups? And then I started explaining the Sunni, Shia divide. And, and this person raises his or her hand and says, what's the difference between a Sunni and a Shia? And I'm thinking this person is about to make a really inappropriate joke and who am I to deny them that opportunity? Sounds like a joke. And I said, I don't know, Congressman, what's the difference? And I'm getting ready to go, but I'm bumping. They didn't know that difference in Islam. And that was really the one, I think it said. For me, it's like, hey, my mom always said, you're the part of the problem, part of the solution, and decided to move back to my hometown in San Antonio and run for Congress. And I had been student body president at A and M, and I only needed like 6,000 more votes in a primary to win than when I got, when I was student body president. I can do this, I can do this. But look, to your point, right, but the amount of information that members of Congress had to deal with, like a day, like when I was in there, you know, I would do probably 30, 35 meetings a day. And that started with, how does that, how does that actually work? What does your calendar look like? Look, your team is, is, is what matters. My, my scheduler is like the single most important person. Pre briefs, read the briefs, have the information down, right? Like it's, it's. And you're talking, it's like a five minute, five minute meeting here, 30 minute meeting later, 10 minutes, usually about 30, right? About 20, 50, 20 to 30. And some of that may be speeches, some of that, you know, all the different kinds, different physical activities that you gotta be prepared for. One day you would start about the sheep and goat herders of America, which is a true, Like, I had a lot of sheep and goat herders in my district, to the San Antonio Chamber of Congress, to a company that's putting Technology along the border to some issue in CIS lunar space with overhead architecture. So you had to deal with it, with all of it. And for me, what I try to do is focus on technology because that's what I had experience in. I had helped build a cybersecurity company before I was in Congress. And so that's where I tried to focus my lane on. And it goes back to that intersection of technology and national security and to be able to help continue to make sure that America stays the greatest country on the planet. And so, and then now in my post career, to be able to be involved in companies that do that and with, you know, to work with friends on this, on that intersection. Right, because the company Icon. Right. I'm the president of Icon prime. We build 3D printed structures. Right. And all those places I lived, I lived in some pretty crummy places and people were living in shipping containers like my colleagues and I were in shipping containers. We're working 18, 19 hour days putting ourselves in harm's way. And we're going back to basically a cot in a shipping container. I'm sorry, that's what's the first thing you do if you get in a shipping container. How do you make it comfy? You get a good mattress. Good mattress? Yeah, a good mattress. You try to insulate it at all. So some of these did come with, with insulation, so you didn't have to have that. And they would have a AC unit. Right. So they were a little kitted out before you got in. But it's still a box. Right. And, and, and, and men and women in that are putting themselves in harmony, deserves better. And that's one of the, that's one of the things we're focusing on, on, on Icon Prime. Like it starts with barracks. There's like the black mold and there's like $19 billion worth of problems from, from weather events that are our soldier, sailor, airmen, marines and guardians are living in. That's unacceptable. Secretary Hegseth has said this is an erosion of our military readiness. Right. And so that's, you know, to be able to use big robots to help, you know, repair military readiness as one, as one thing, as part of what we're doing at Icon prime is pretty exciting. Okay. I think we have some photos of the actual structure. So we're going to have the team pull them up. Walk me through the bull case for 3D printing because I've talked to some folks in construction and they've said that, well, 3D printing is great when you need something very Unique. But a lot of houses are just flat walls. We're actually pretty good at just milling flat structures, laying two by fours together. Why is 3D printing an important technology here? Well, first off, and you're seeing this is one of our robots building, you know, we can build bunker. That was a bunker. I think seeing there the first part was some barracks. Whether you want a box or a Fibonacci spiral, the cost is exactly the same. So flexibility. And then here's what happens when you curve. If I took a piece of paper, you can't stand it up, it'll fall down. But if you curve it, it's a little bit sturdy. That's why that internal structure. And so that's why you can start doing some unique things with internal structure. And we have gotten the price down. So the construction has been the same since the middle Ages. And we have gotten our price down to below the national average of putting up walls. Walls are the most expensive part of construction. That's what Jason Ballard, our CEO and our founders, the unique insight was if you're going to disrupt construction, what is the thing that can do have the biggest impact? And they discovered it was the wall system. And so now the fact that we can make wall systems below the national average. So why do you want just a box? Now here's the other thing. Guess what? Guess what happens with concrete. Termites don't eat it. Sure. You can't burn it. Sure it can. It can stand up against a flood. Yeah, right. And so these are, these are some of the challenges you don't have in traditional construction. Now, the US Military has also done some unique things with our walls to test their strength, really. And there's an added benefit for that when trying to help project Force in difficult places. So that's the use case of why 3D printing. Now, construction technology companies have been around and many have failed. There was a company that was 3D printing. They put out, they sent out about 110 robots, but they only built like 100 structures. Wow. You know, at Icon, we have built over 250 individual structures. And the reason we're unique is that we've done the entire vertical integration. That's the difference. It's the design. Designing structures take time and there's different elements of design. Then you have the, then you have the construction piece. We also deal with the regulatory effort. So the fact that we've done all of this vertical integration is what has made us successful. And we have. This is not novel technology. This isn't science projects. This Is real technology, real robots, real AI enabled software, real material science. Like the most PhDs we have is in the material science area. And so this is what makes us unique. And now we've started the technology business. We're going to be selling robots to people. So it's an exciting place to be. Oh, and by the way, if we're going to be an interplanetary exploring civilization, we're going to have to be able to build in other places. And we're going to be building the first structure on the moon using some of the tactics, techniques and procedures we've learned down here on earth in order to do that. So it's exciting. This actually feels like you could probably mix cement from moon from dirt on the moon like fairly easily and use the actual materials on the moon fairly easily. Well, it's easier than wood. Sure. Easier than, easier than getting wood up there. Here are the three insights on how you're going to be able to be a interplanetary explorating civilization. You got to use the resources there. In situ resource utilization. Right, that's one. You got to have some robots to do it. And then those robots have to be generalist, not specific. And the moon has some unique challenges. But right now, but right now, look, we're excited. Just a couple, just a few. Just a few. But look, we're super excited because again, when I was in Congress, I knew about this barracks problem. I was on the appropriation subcommittee that dealt with this issue. And the fact that now we're solving this and we are right now printing 10 barracks in six months in Fort Bliss. This is, the army came to us said hey, can you do it in a year? We were doing the negotiation, they came down, can you do it in six months? To have one of the largest military construction projects to be done in six months is absolutely unheard of. And these are places that give our war fighter the dignity that they deserve. And because of this work, we got another project in Louisiana at Fort Polk. And this is our newest one. It was 201 million dollar contract to. There we go. I want to talk about the aesthetics of 3D printed housing and materials. We saw a Starbucks that was 3D printed and it had sort of the signature like ripples of the concrete. People, the Starbucks community was up in arms about it. They don't think it looks good. I think that for military applications people probably take whatever's safe and comfortable, but you just want something that's highly, highly functional. But do you think that not issue print? Do you think that people will like, the taste will evolve and people will start to see 3D printed structures as a sign that it's more sustainable and it will actually just be normalized and people will be cool with that. Or will we be plastering over this to create a flat wall? I think people will evolve. And I live in 3D printed. Right. We live, when I'm in Austin, we have, we call it House Zero. This was the first home that we built to show that this is great living. And my wife and daughter love it. My daughter's 13 years old and she, she loves the ripples. And friends when they come over, they love now the Starbucks. I don't know who built it. It wasn't us. Right. So just like with anything, quality is different everywhere you go. And so we've done 100 home neighborhood in North Austin with Lennar. The folks that are there love, love, love living there. We have a community in south, south of Austin called Wimberley. We're looking to build in Miami as well. So we've done the whole range from helping the chronically homeless in Austin to high end luxury in Miami to folks in the military and barracks in El Paso and then astronauts on the moon. Right. We've done the whole, whole bit. And, and again, this is the thing about 3D printing is that the walls are probably the thing that creates the most make something a home. And when you have the waves and the unique structures, it makes it. You have a different experience. And I've seen it in my personal life. And the folks that are living in the 140 homes that we've already built are loving it as well too. Yeah. Great part of the, great part of the sales pitch. They're like, how well how is it to live in? You're like come over for a barbecue. 100. Look, when y' all are come to Austin, y', all, I got a place, you know, y' all can, y' all can, y' all can. Y' all can attest to it. Yeah. The company is sort of like a dual use technology now working with the government, but also building homes. How do you see that evolving? I have to imagine that the, the commercial real estate market is massive compared to the United States military barracks market. Same with the residential market. Is, is the army project or is the, is the Department of War project more about proving the technology, scaling the technology or do you see yourself as evolving into primarily a prime? Like where does the business go? This seems like a fork in the road. Sure. So the business is really three parts Right. It's, you know, the, my part, the being a government contractor, we are. We've done already $360 million of work. We have more coming. You know, my goal is to build 900 barracks in the next five years. And so the immediate. We're doing it because the customer needs work. Right. And this project we're doing in Fort Bliss and the demonstration in Louisiana, say this is real. Like this is. And we're moving at a scale people don't have. We also are going to help deliver force projection in hard places. How do you build in situ in difficult places, whether it's the first island chain in the Indo Pacific or somewhere else. Right. So how do you do that? So, so delivering force projection. And then we've talked about space. Now we just started the technology business where we're going to be selling the robots to others. And yes, that right now if we sold 2,500 robots, and to give us some context to that number, John Deere of their big tractor sells about 66,000 a year. Right. So we're talking about 2500. That would make the Icon Builders Guild the largest home builder in America because they could build so many. They could build so many with, with those robots. And when you look at the, the market share, it rounds down to zero, the global market share. That's how much opportunity there is in, in, in this space. And so, yes, the technology business is going to grow in an opportunity, but we are going to have a core government because that's our responsibility, we believe. And then our third part is we have what we call it design build. This is our general contractor in house. This is how we've proven all the steps you need to do. How do you have the ecosystem and the tools necessary in order to build? We've proven that with all these structures. We're to continue to prove that with the government business. And that's what's going to inform when we have the Icon Builders Guild start printing with our robots. That makes sense. What do you think the future of prefab is in this case? Look, there's a $2 million. $2 million. Excuse me, 2 million home deficit in the United States, just in the United States, every single year. So there's going to be tools for everything. I think there's a place for it, I believe. And we believe that 3D printing is the way to go because not only of the quality to withstand rains and fires and bugs, but it's the ability to deliver something that's beautiful as well, too. Yeah. On the national level, was there ever any proposal around home building or solving that home deficit that perked your interest, but maybe didn't get across the finish line? It feels like a lot of the housing crisis is driven by specific markets going through bull cycles or permitting or timelines. And then of course, there's the materials and all sorts of different technologies that can happen. But I haven't. I've heard the price of housing elevate to a national conversation, but I haven't heard of someone put down a plan that actually gets traction. So. So affordability is probably the number one issue across the United States of America right now. And so I agree with you, but there's, there's. This is a, this is a problem that has. This is a issue that has multiple problems. Now, I can make an argument that because of poor design over many years, that is what's caused all this overregulation, because people weren't doing the things in order to take care of their communities. We just went through this process of getting into the ufc. Not mixed martial arts, but the Uniform Facilities Code. This is what the government uses in order to build. It was a process and we went through it and now we're in and we're going to be able to start doing more. And so the difficulty of doing this community by community is why some people want to see that change of. But I think it starts with do innovative things. We use robots to change the walls. Yeah. That's just the beginning of this process. It's labor, it's time. Like all of these things has what impacted the issue of housing. And for us, the key insight was how do you stop. How do you do something different and change something that's been going on since the Middle Ages and do it faster and better and smarter and cheaper? And that's. It is Right. Okay. You're right. If you had a house that was 100 years old. Yeah. It would probably be a little more stable than one that was built five, ten years ago. Right. And. And this is, this is one industry that hasn't. That hasn't been changed. And that's what we're. That's what we're trying to do. Cool. Well, thank you so much for taking the time to get that. We'll talk to you soon. Our next guest is in the.
But we have our first guest of the show in the waiting room. Zach Brown from McLaren Racing is here with us in TV Penultrade. Zach, good to meet you. How are you doing? Yeah, I'm very good. Yourself? We're fantastic. Thanks so much for taking the time to jump on the show. I know it's later where you are, but we appreciate you taking the time. I would love to be looking forward to this. Should we start at the beginning? Should we go through sort of the journey to how we got here? Okay, so the backstory is that people in tech say they love F1, but they've really just watched maybe one, maybe two seasons of Drive to survive. So they know you in that, assume the audience knows you in that context. But we wanted to have you on to actually understand your history more and then talk about how F1 is the business of F1, and then also how technology is shaping it today because obviously it's always been engineering led, but there's some, a lot of exciting advancements. So. Yeah. Should we start at the beginning? Yeah, I'd love to know. Absolutely. Yeah, yeah, I'd love to know, like you started in karting, what was the first initial spark that got you into racing so many years ago? 1981, Long Beach Grand Prix. I'm originally from LA, so I was 10 years old at the time and my mom and dad, who didn't have any involvement in motor racing, it was kind of like the circuses in town and they took myself and my brother. And as a 10 year old kid, when you get around a Formula One car and you hear it and you see it and the size and the scale and the speed. I became a Hot Wheels kid and then went to high school, barely with someone that was in racing. And so we went back to the Long Beach Grand Prix in 1987. At that point I really had the bug and met Mario Andretti, one of my heroes, and asked him, how do you get started in racing? And he said, karting. And there happened to be a little ad in the race program for Jim Hall Kart Racing school. I'd been on Wheel of Fortune teen week at 13 years old. Went and sold a bunch of his and her watches at a pawn shop in Van Nuys. Bought my first go kart and that's how it all got started. That's amazing. Amazing. Can you take me through getting like your first interaction with the business side of racing? Just motorsports marketing, like, what was the inciting element that got you into the business side of racing? Well, I didn't have any family resources or certainly not the family resources needed to go racing. My mom was. Is a travel agent. And so I just kind of school the hard knocks of how does this sponsorship work? How do you raise money? You just call companies and ask them for logos on race cars. And it's much more sophisticated, certainly much more sophisticated than that today. And she got me an intro to TWA Airlines at the time and did a barter deal where they gave me some airline tickets. And then I would go to companies and say, sponsor me and I'll give you some matching value and airline tickets. And then just totally immersed in kind of bartering and understanding what was TWA trying to do with their business. And. And just became obsessed with my career and knowing that the only way I was going to advance my career was through getting sponsorship. So therefore I became obsessed with understanding how companies, how I could help companies. And then once I was done with my career, recognized I wasn't as famous as a lot of the racing drivers out there. So went back to a lot of the contacts and said, forget about Zach Brown. What if I could take you to NASCAR, Formula One, IndyCar, Jeff Gordon, McLaren, et cetera, and had a lot of credibility as a racer that I understood how the sport worked. No one was advising corporations on how to get the most out of motor sports. It was more people representing racing teams. And that turned into a big business kind of by accident. It wasn't by design. Yeah, I think a lot of people, when they think of like a partnership, they just think logo on the car, but it's a lot more than that. Like, when did you. How did you. How are you positioned partnerships to actually move the needle for a brand like TWA or someone else that you worked with? What was the key success or the key innovation that led to maybe more confidence to deploy not just free airline tickets, but real dollars behind partnerships with motorsport? I think it was trying to get corporations to not think about our business, that is motorsports, but to think about and inform us what are you trying to do with your business? And then, you know, I helped bridge the gap between this is what you're trying to do with your business, you know, TWA or, you know, now the, you know, the world's leading companies. And then I understood how motorsports works. So I kind of played middleman, if you like, not just in brokering the deal, but helping race teams understand what corporations needed and helping corporations understand how motorsports worked and help them leverage it. So it was really, tell me what your business needs are. What are you trying to do build brands, get new customers, retain customers, upsell customers, demonstrate technology and every company has some similarities and then every company is different and then approach the industry based on what I knew corporations wanted. Hey, I think you make sense in NASCAR, I think you make sense in Formula 1, I think you make sense with this team for those reasons and really be focused on what the corporation needs and still very much take that principle, you know, very much today is, you know, what are the Googles and the Cisco's and the Dells and we've got an unbelievable group of partners and just trying to understand their business and how we can help them move the needle. Yeah, can you talk a little bit about scaling the marketing firm? Like how small was it at the beginning? How did you think about hiring? How do you think about actually just servicing a larger swath of the market? Did you go region by region or league by league or category by category? What was the philosophy around careful growth and scaling of that business? Yeah, we've been fortunate where if you look at the brands on our car, they're like minded brands, they're global. We're great in the technology space. I'm sitting in here at McLaren Technology Center. So our brand is known as a premium brand, a lifestyle brand, a technology brand. We're racing around the world. So we approach companies that we feel are like minded. We approach companies that we're already doing, you know, business in. So you know, you take a Cisco, the Cisco, all throughout McLaren long before we put our partnership in place. Dell, you'll see DELL all throughout McLaren long before there was a commercial arrangement. So we're in a very fortunate position that we can do business with companies that want to do business with us and then we think we can make a difference we don't need, we're not in a position where we need to just do business for the sake of doing business. So that's a great place to be. MasterCard being our new naming partner which we announced last year. So we're quite proud of our partnership ecosystem. I've very much taken the same approach back when I had an agency. So we have the largest, to my knowledge, marketing department. But size isn't all that matters, it's quality. So I'd like to think we, we have the largest staff, I think we have the best staff. And we're very much same principle of being focused on our partners needs. We have partners of all shapes and sizes. We're much more concerned with the affiliation than the size and scale because that kind of takes care of itself over time. And we very much play the long game, and that's what our track record shows. If you look at our partner base since we kind of got started in what we're calling the Papaya era, our retention and growth speaks for itself, and that's because we're focused on what our partners did. Yeah. How, as a leader, how do you deal with just managing the emotional roller coaster that is an F1 season or a series of seasons together? It feels like one of the most tumultuous organizations. Like, there's so many organizations where they're managing to, like, quarterly earnings or even just how did we do this year? And you have a very different results that come in on a very much faster basis. And I imagine that a big win or a setback can echo through the productivity of the organization, even for people that aren't in the seat directly. Yeah, it's all about culture. I think that's our greatest strength, is our people. We've been working together a long time. We've added people. We haven't changed much, you know, since we've had our success here. The last couple years, you know, I'm looking as CEO five years out, I'm obsessed with our people. That's my number one job, is to have the right people in the right roles, giving them the right feedback, the right resources. My philosophy is I work for the race team. They don't work for me. So I go around every day, what do you need? How can I help? So I'm here to serve the racing team, not the other way around. It is difficult at times. You know, culture is tested when things aren't going well. You know, a lot of what happens, you see at the same time as. As I see it. So our report card gets marked. You know, sometimes when you have quarterly shareholder meetings, you have time to plan for the results. Here, you know, I go from having three or four strategists on pit wall to about 3 million on social media instantaneously. A lot of which, you know, are not very well informed because it's a very complicated sport. But, you know, sport is all about emotion for the fans, and that's great. Cheering, booing, favorite drivers, you know, good guys, the villains. But back at the factory, in the racing team, there's no place for emotion. We're passion led. There's a fine line between passion and emotion. And I think our job is to stay cool, calm, and collected. Usually when we've made a mistake, it's not an individual person's failure. It's a sequence of events. So, you know, when you're emotional, you have a bad pit stop. The right rear doesn't go on well. Everyone wants to, you know, your instinct, the emotional response is that right rear driver might not have stopped. Could have been a mechanical failure with the gun. Maybe a light didn't work. Maybe it was the person's fault. There's three people. One's taking the tire off, one's putting the tire on. The others using the gun could be like. So you got to be very careful because, you know, it's kind of like those emails that we've all written. And over time, you know what, I should have put that in my draft folder and saved it and checked it in the morning. And I'm a big fan of when something happens, unless you need to correct it real time, say it's a bad pit stop, it's over. So review it Monday. When the, you know, the passion, the emotion, you can't fix it at that moment, it's done. So I'm a big fan of tackle it in the moment if you can change it in the moment. But if it's something that's happened, do a proper debrief on Monday because it's hard to take. You can say sorry, but if you overreact or you say something, it's hard to unwind an allegation, an accusation that was, sorry, I was just emotional. Well, you still said it. So I think that's also part of just being calm in the heat of the moment. Yeah, you mentioned that F1 is a sport or just a business where you have a chattering class. You have so many armchair critics. I want to know about your thought process going into the first season of Drive to Survive. It felt like a risk. You're potentially shining more of a light on your operation. You're going to get more armchair critics. And yet that choosing to actually participate in the very first season feels, in retrospect, like a fantastic decision for you and the organization. But how are you processing it at the time as you reflect on that decision and what has happened to the team and F1 broadly on the back of Drive to survive, how do you think about that initial season? So I think our, you know, our initial thought was this was just going to be more shoulder programming. There's been shows done before, so I don't think any of us anticipated it having the impact on the sport that it had. Two teams didn't actually participate in year one and they got all sorts of grief from their partners, their fans, you know, I've always been. I'm a huge fan of racing and I think about that 1981 Long Beach Grand Prix and I think about the impact it had on me. I think about the first racing driver I met, the first autograph I met. And so I thought, here's a wonderful opportunity to go from being a very exclusive sport to a very inclusive sport. So we were all in. And the impact it's had. When Liberty acquired, there were three main areas the sport needed to grow, needed a younger audience, more diverse women. And it needed a younger audience. I'm sorry I mentioned that. And a us. And you got to give Drive to Survive and Liberty a tremendous amount of credit and to the industry for acting differently because I think under previous leadership, the sport was very closed book. It was kind of what's behind the curtain. And that works because that was intrigued. But, you know, we kind of opened the curtain and let you saw what the wizard of Oz was all about. And I think, you know, especially I think we have some technical sport. Sorry, I think we just. Can you hear me okay? Yeah, we're good. That sport and entertainment aren't one and the same. Anything you buy a ticket to, whether it's a movie, sporting event, fireworks show, that's called entertainment. I'm buying a ticket to go sit down to watch something. So I think the sport's always been fantastic, but it's been closed shop. And I think Netflix gave us the opportunity to show everyone. We only have 20 drivers now, 22. You only have 10 teams. So I became. It became very easy for the audience to get to know everyone. And it's an unbelievable sport. Probably a sport that has more excitement off the track than any other sport. Right. Most sports are concentrated on the field of play and our field of play is as much off the track as it is on the track. So it's been awesome. It's continued to grow and it's changed our sport. And it's great to see how big our sport now is with a younger audience. Women, North America. And we just need to keep doing the same. I don't see any headwinds in our sport other than the crazy stuff that's going on around in the world at the moment. Yeah, thanks. Thanks. Jordy, can you give us a history lesson on the major technology cycles in F1? In tech, we talk about web, mobile, cloud, AI, what, what are the equivalents in F1 and then bring us up to the present. I mean, it's everything you just mentioned. We're the most technology Sophisticated sport in the world. I think it started with data and then, you know, applying that data, you know, we have. And some. Some people will be impressed by this, others will go, that's nothing, because I know who the audience is, you know, watching your show. But we're pulling down one and a half terabytes of data a weekend. We run 50 million simulations. We have 300 sensors on the race car. We change about 80% of our race cars over 50,000 parts. The amount of simulation that we run, if you take the car at the beginning of the year and you let that was on poll first and it was untouched, by the end of the year, it would be last. So the pace of development on our sport, we live in a prototype world. As soon as that suspension is done, we're right back to the drawing board of how do we make it lighter, how do we make it stronger, how do we make it more aerodynamic? So we are constantly developing. We don't kind of do something and go, right, we're done, let's go produce that for the next five years. So we live in a prototype world. Of course, AI is here in a big way. We're fortunate to have Gemini as a huge partner of ours. We learn a lot. You know, our technology partners are all integrated into our business. We have two different types of partners. We have consumer brands. There we go. I see your Coke. You got to turn it a little bit if you want to kind of get that impression. So we have. They're not consumer brands. And what we do with our consumer brands is we want them to help us engage with our fans, grow our fan base, build our fan base. So that's what we look for from the monsters, the mastercards, the Googles. Then on the technology side, we look at the Googles, the Dell's, the Cisco's, the workdays to help us be a more efficient business, run HR better run finance better, produce our race car quicker, do our financial forecasting better. So that's where partnerships have evolved to is in the good old days, it was, I need your money to go racing. Of course, this is an expensive sport. We need their investment, but we also need their technology, because that's how our data is getting moved around. That's our communications are happening. That's how we're using AI to figure out strategy, entire strategy. And so all this new technology, we embrace it and we have the type of people at McLaren, in Formula One in general, that want to know what technology is coming tomorrow. How do you guys sort of develop and maintain Your own sort of IP and processes as a team. One of the things that. Having gone, Having gone to a number of races, I've always found it fascinating that I could just walk into one of the garages and I see, you know, computer monitors. I'm looking around, I can, you know, so much of it is out. Is out in the open. And yet you guys are trying to maintain an edge and develop. Constantly kind of developing and refining your approach. How do those two things balance? So healthy degree of paranoia, a high amount of trust with our. Our team members. You know, IP is, Is. Is critical, obviously, security in itself, because you got a lot of bad actors around this world. So, you know, protecting. Because there's two things. There's people that just want to disrupt. You know, we had an incident 25 years ago where someone broke into our radio comms in the Australian Grand Prix. We were running first and second. And this was just someone in the grandstand broke into our radio comes, told our driver, Mika Hacking in the pit, and he did. Fortunately, we were running first and second, so we were able to reverse them. But. Right. So you have everything from bad actors in this world who would love to, you know, we can't start our race cars, not keys. You started on a laptop. So, you know, the redundancy and the protection, cybersecurity, security, how quickly we're moving data around the world because we're very much like NASA. Whether we're racing in Australia, Austin or China, it's all coming back to Woking here, you know, not far from my office. And so protecting that with. With people from. From bad actors. And then, of course, you know, we're in a very competitive sport where we're constantly analyzing the competition. Things like 3D scanners were coming into play. We do a lot of photography of each other. 3D scanners have now been banned. But that's certainly trying to understand what the competition. Just to be clear, that's. That's a team walking around and effectively trying another car. Another team's car, vehicle or equipment. Correct. Correct. 3D scanning is now banned. But it wasn't before. You'll see. Do you think it still happens, though? I mean, there's a lot of things. No. I mean, no. You would see somebody with a scanner, right? Yeah, you would see it. I think, you know, our job in Formula one is to find the loopholes, push the boundaries, but there's a difference between working the gray areas. So I'll give you an example. You're not allowed to have movable aerodynamic devices. I Mean we do now with drs, but we weren't in the past. So these very clever engineers found materials that flex under load. Yeah, it's not a movable aerodynamic device, but it does flex. Very clever. Then the FIA or governing body, when, okay, we're going to do a push down test on your rear wing, put load on it and you can only have so much flex. So then the teams went, ah, so there's a push down test. Now let's come up with aerodynamic, where it falls back. Now there's a pole test. So the engineers are always one step ahead and then the governing body, who do a very good job, go, I don't think so. And that's, that's the cool part of this sport, right, where when you have technology that is constantly evolving, you're always trying to figure out what's the new technology. AI is an interesting one because we have limitations on how much CFD and wind tunnel time we can use, but we don't have regulations around AI yet. So I think, yeah, we had, we had George, we had George Kurtz on the show Friday and he was, he was saying, he was saying that there eventually could be restrictions on like how much, how much compute you can have as a team because of what I think you're getting at right now. Yeah, exactly right. And I think that's where the sport, it's never going to stop because technology is never going to stop. So it's about how do you get that competitive advantage so you get to, you know, what the sport called as flexi wings. Eventually they stop that, but because we're looking for the smallest incremental gain for as long as possible. You go until they tell you to stop and then you go find something else until they tell you to stop. So it's a constant as technology evolves. I think there will be regulations around AI that don't exist today. That will exist in one year, two years, three years, four years, and then there'll be another technology. And that's the beautiful thing about our sport. And technology is the ball is always moving up the field. And it's about finding that competitive advantage and trying to capture it for as long as possible. What are the norms around poaching? In Silicon Valley, there's a famous email exchange between Steve Jobs and Larry Ellison. Or is it Adobe? No, I think it was with Google. Oh, Google, yeah, sorry, sorry. Mixing it up. But anyways, basically like people having a kind of a handshake agreement not to poach. But obviously drivers are kind of open season but what about like the rest of the people on the team? Yeah, it's interesting. So where a lot of sports are regulated, you know, there's trade windows and we know the. What was it? I think the Dolphins had a bit of a. No, no. If I got the team wrong, I'm sorry, you know, what was it? Talking to a quarterback. And they're not allowed. We don't have any of those. We have contracts. But if I want to go talk to a driver or someone wants to talk to my drivers, we have contracts. But there's nothing stopping them from having conversations or taking them to dinner. America tends to be a bit more of an at will state country from an employment point of view where here on the more senior side you get into two, three, four year contracts, we've got gardening leave, we have non competes, the more senior the tougher those are. But you do sign people early and play the game of. Because we live in a cost cap world, we are signing people early and then the competitive team has to go. How long do I want this person around that I know is going to competitor? When do I shut them off from IP knowledge? Then if you put them on gardening leave, you got to pay them. We're living a cost cap world. So that presents a challenge of I want to spend every penny on performance of my race car, whether that is on performance of my people or technology or the race car. So now I'm in a predicament of I'm now paying to park someone so they don't go to my competitor. So I'm stopping my competitor from getting smarter, faster. But I'm actually really not getting great value for money because I'm paying someone to not work. So those are the tricks of the trade. So you know, the senior people are under contracts and that's. And what's happening is people are getting signed earlier and earlier. So we're not, you know, we're regulated by a contract's a contract. But there aren't rules in our sport like there are in other sports of trade windows and rules and you know, in other sports they publish, you know, the players salaries, things of that nature. So it's a fascinating game of poker, chess and backgammon, which again I think is part of the draw of what fascinates people about our sport. Last question for me. If a company came to you looking for general advice at 100 million of annualized revenue and they wanted to get into sponsoring F1, obviously you'd put together I'm sure a nice package for them. At McLaren. But how would you think about breaking into F1 sponsorship as a kind of a mid sized company today? Yeah, I think it's all about what are you trying to do with your business? Who are the companies involved with that particular race team? Are those companies synergistic? If they're conflicting, then obviously you want, you want synergy. You think it's like helpful to have kind of a shared. Because when we were in Vegas last year for the race, it was so funny because we had friends. Companies were basically on every team because every company needs a Neo cloud now or every team needs a Neo cloud, et cetera. But you're looking for synergy across the portfolio of sponsors. Absolutely. I call Formula One. It's 24 Super Bowls from a consumer point of view and it's 24 Davos from a business to business point of view. And so, you know, our ecosystem, everyone does business together. They benefit from giving each other exposure. When Cisco runs a global television campaign, all the partners benefit from that. Dell runs their campaign. You know, the Dells, the Googles, the Ciscos, the mastercards, they're all doing business together. And there's a lot of stuff that goes on behind the scenes, business to business that people don't necessarily see. So that all comes down to the Davos side of our business. When you come to a Grand Prix brings a tremendous amount of C level executives and the amount of business that we've facilitated from dinners at Grand Prix and we're very active in that, you know, it comes back again to knowing what our partners want. We're a technology extension, we're a brand extension, we're a sales extension, we're a culture extension. And so once we understand what our partners are trying to do, we're not thinking just about going racing, that's what our racing team's thinking about. But our commercial teams thinking about Dell has this objective, ah, this person's there this weekend. And so there's a tremendous amount of business to business that's going on. That's fantastic. Doing deals. Yeah, I think, yeah, there's, I love that, how much you've embraced, you've embraced the commercial side. I'm sure there's managers that just think of it as like a necessary evil. I'm going to do the bare minimum to like keep the team running. But clearly it pays dividends to really invest in the partnership side. And I really appreciate the time. Yeah, thank you so much. We love it and thank you for giving us the opportunity to chat about it and good luck. This weekend. We'll talk to you soon. Cheers.