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Anyway, I have this pulled up on Futurism. China unveils EV that can violently eject its battery. Okay. In case of a fire. Okay. Send that to the team. I'll tell everyone about public.com investing. For those that take it seriously. Stocks, options, bonds, crypto, treasuries, and more with amazing customer service. Okay. If you scroll down this. Video and we can see this in action and see what kind of situation. This is so wild. I remember when this video went viral. It's like, what is the point? Oh, it's because if it crashes and it's going to burn, it'll shoot it out. But. Oh, that just seems like so, so dangerous. But at the same time, people. People, you know, watch these videos and they. And they think like, oh, this is like widespread Chinese best practice. When really, like, this is probably like their Gundo equivalent. You know, just like a couple dudes. It is interesting that they're. Like, we don't just need to get it 10ft away, we need to get it 30ft away. Yeah. Because you could just gracefully drop it out or something or slide it out sort of slowly with a little pusher, but they have to shoot it out like a cannon. It's amazing. Anyway. Gemini 3 Pro.

Right, yeah. So help me understand that at the hardware layer. I know you have some insight into Nvidia's strategy here. I'm very interested in how you or other partners, other folks in inference might be thinking about the future of Nvidia's big powerful racks versus their more legacy chips. That might be depreciating, but you could still run a great model on it versus some of the more exciting stuff that's happening with Grok in the future. Yeah, look, I don't have a ton of strategies. They're very good. I can hypothesize. Look, they're amazing partners to us. I think we are chip agnostic and we think, look every task and you will have different requirements from a latency perspective, from a cost perspective, even what type of model runs on it. We use H1 hundreds, we use A1 hundreds, but we also use B2 hundreds and GB2 hundreds. And as, as we get these new types of chips or across provides, we'll be working on them as well. So if you think about the Nvidia Grox stuff, what are they solving for? It's like kind of breaking out pre fill and decode using gpus for pre fill. There's a compute bound problem. You can saturate the gpu, you can do batching and have really good throughput, but then you have the LPUS or the GROK chips for the decode which are memory bound. You're not doing it a lot of new math per token. Why this is hard is that that's a pretty complex orchestration problem handling workloads that are doing stuff on GPUs and on GPUs and I think Nvidia's, you know, obviously built amazing software around this to break out, refill and decode Dynamo as the name of software that we work pretty heavily with. But like I think that would just be a new type of shape that should provide us. Provide. And you know, I think one thing I don't think you can understate is how much, how much, how powerful Nvidia supply chain is. CUDA is, CUDA is and their, their ability to, you know, be dynamic with architectures changing. And I think, you know, we, we have very, very much bought into that ecosystem and what that enables especially for inference customers. Can you give us your take or any insight on how companies at the app.

AI generated. So the elderly generation perhaps, is protected from slop. So next up for us is Reddit and LinkedIn. Okay, so I think Reddit, there's a bunch of viral posts that are AI generated. I think people know that they can karma farm an account and then sell it to a bot farm or something. And on LinkedIn, I think it's just funny because, like, people are, like, genuinely posting slop. Like, they're not bots, they're just, like, posting AI slop every day. Yeah.

We've kind of succeeded in the partnership. You mentioned like terabytes of data coming off the car. What's the telemetry like? Like, how is that actually? Is it like, are they connected to WI fi? Like how, how do you get the data off the car while it's on the track? Oh, man, that is a fun, complex thing. Yeah. Okay, so you know, every race league actually just has a lot of regulation here. So like NASCAR, you can't pull any data off the track. Interesting. F1 has like a mesh network where they are just ripping streams all day long. Huge, really high data rates, like kind of all the things. Sports car racing is actually like a really interesting middle ground here where they do have telemetry coming off the car that, you know, race engineers are sitting in double decker, you know, fold out pit stations. And stuff. Oh, yeah. With everything around them. It's like they're monitoring situation. Monitoring the situation. The situation monitors. We love it. It's. It's the epitome. Yeah. And yeah, so they'll, they'll have data come off the car. But then the really interesting part is like, it can't be that high rate of data. They are only allowed to bring very specific sources. Yeah. And then every time it comes in for a pit stop. Yeah. They'll do things like they put an umbilical into the car and that is like actually how they have a secure communications line with the driver. Okay. The rest of the race, everyone can listen to everyone else. Oh, no. But if you want to, if you want to give your driver a little edge. Plug in headphones and. Then. Amen. And then if you want to get the high volume data off, there's a technician that goes in and pulls out a data stick and puts in a new data stick and all that starts getting processed in nominal and in other tools. So that's the fun. That's amazing. Well, good luck to everyone. Thank you so much for it. Taking.

Did you know? What? Do you know who came up with the idea for Buzzball? Absolutely not. I have no idea. A public high school teacher. What? Marilee Kick, a former public high school teacher, has become one of America's richest self made women after selling her ready to drink cocktail business, Buzz Balls for at least 500 million. 500 million. What started as a side hustle has now transformed into one of the biggest brands of the $2 billion ready to drink cocktail industry. Kick founded Buzzballs in 2009, inspired by a while grading papers by her pool. I thought I shouldn't have this glass container out here. I should have a plastic pool safe type of cocktail. From this spark of inspiration, Buzzballs was born. Fun high proof cocktails served in colorful plastic spherical containers, Buzz Balls quickly gained popularity, is now sold at supermarkets, liquor stores and convenience stores. She says, I've been living the American dream. We've built a legacy. We've become a contender. In a space where women never went brutal. The brand has grown, intentionally distributing 29 countries with an estimated annual revenue of $500 million. This is incredible story monster company. In April of 2024, the drinks firm Sazerac acquired Buzzballs in an all cash deal. 500 million. Though Kick suggests the figure is much higher. No way. He's an absolute dog. It is also cemented to replace among America's richest self made women with Forbes estimating her net worth at 400 million after taxes. So yeah, of course she's going to 10x that. Yeah, I'm sure she's on her next idea. Run it up, run it up. Kik's journey is remarkable because she never raised money from investors. She bootstrapped her business. She used a small inheritance, maxed out. Where is the founders podcast episode about it? And took out a loan from a local community bank to get started. I scraped and scrambled, she says. I took every bit of every penny I could find and poured it into the business. That's incredible. Her unique company started making a profit in the second year with 1 million in sales and 100k in profit. Not bad. By 2014, the brand was expanding quickly and the drinks were sold at major retailers. By 2019, annual sales were over 100 million. Get her on the David Center. Wow. I mean, she's elite. A key to Buzzball success was owning its supply chain. She vertically integrated on day one. Most like D2C founders in California can't figure out how to get off a co packer. She moved production of the patented plastic spheres and the spirits used in Buzzballs. In house to ensure the brand's quality and reliability. Wow. Despite many investor offers over the years, Kik held onto her company until she found the right partner. I wanted somebody that was going to come in and have big guns, big guns, she explained. Sazrock, which owns over 400 brands, brought the resources and expertise to scale Buzz balls. Wow. Kik and her family are still part of the business. I didn't sell because I didn't like what I was doing or wanted to learn. Leave, she explains. I sold for the exponential growth and because it's selfish to hold it back. It really has legs. From a teacher grading paper by the pool to a multi millionaire sent a millionaire merrily kick story shows the power of a good idea and the determination to make it happen. That is an incredible story. Gotta get her on the show. I love it. Let me tell you about console Console builds AI.

Yeah, I mean the thing here is like OpenAI has to not only figure out how to actually implement ads within the product, but they have to build out all the advertising like infrastructure, the platform infrastructure in order for people to run campaigns successfully and at scale. So Google already has all of that. It is far easy. Do you think it's like 100 times easier for Google to turn on ads in Gemini? Right. They already have all the customer relationship. Literally any company that advertises online is already working with Google. And so it's really just like you can just flip the switch and so I could easily don't have any inside knowledge, but I could easily see Google just like having it all basically ready to go and it literally just being like, okay, we can launch this whenever we want. There is an interesting steel man here. Let me try and do it. You need the helmet? I might need the helmet, but I think I'm good for now. So Sam and others. Well, first let me tell you about advertising. Vibe Co D2C brands, B2B startups and AI companies advertise on streaming TV, pick channels, target audiences and measure sales just like on Meta. So the steel man on Sam Altman claiming that AGI is in the corner, around the corner, but we still got to do ads well around the corner. Even if that means six months. Like if you have an incredible capital expenditure to get over that hump to create AGI, it's only six months away. But you got to do that last data center and you got to raise that last 50 billion and all of the investors. Yeah, it's easy to say like we don't want to do ads when you have hundreds of billions of dollars in existing ad revenue coming in, funding everything that you're doing. So anyways, I think this is, you. Know, I mean we can also debate whether or not ads will exist post AGI. I would argue that they would, but. What do you mean, Tyler? There was that headline about how OpenAI maybe they're thinking about like taking a percentage of the, of the share of like the discoveries. I don't know how they would actually do that or if it's like they're being serious at all. But that's like much more AGI pilled than ads. Yeah, yeah. Oh yeah, that's a good point. So they're doing both. They're doing both. Anyway, New York Stock Exchange want to change the world.

Anyway, funny story out of from Semaphore Liz Hoffman writes an entrepreneur's 13 hours in Davos jail. The food was phenomenal. Sebastian Heinemann's stint as a suspected terrorist started in the most Davos way possible. Hunting for something to eat. The 31 year old entrepreneur and first time World Economic Forum attendee was scouting for a salmon roll at a party hosted by Digital Life Design. Tuesday night at the Grand Hotel. He set the prototype the machine he hopes to sell a verification device to fraud proof money transfers on a pillar. When he came back, it was gone. Hotel security was waiting to tell him the police had some questions. I'm the idiot in this. Heineman, founder of startup Vertigo, readily admits it's a black cube with hot glue blobs and wires coming out the side. He left it unattended in a small town police state. What followed was 13 hours in the custody of the fatigue clad but unfailingly polite Swiss belief. We spent all week thanking in broken German Semaphore reviewed his release ticket from the police which said that Heinemann was noticed within WEF 2026 Security Zone with a tech device that seems suspicious and its use for illegal purposes could not be excluded. And anyways, the view from a Davos jail cell at the Belvedere Hotel security. There's this detective, mid-40s Swiss who searches me extremely thoroughly. They handcuffed me and put me in the back of a BMW. Nice, nice Swiss police riding in style. I meet another officer who has the best English. The jail is right next to the train station. They bring out a fingerprint scanner and the guy tells me, I want to see if you're an international spy. I asked for my Lunesta pills because I have insomnia and he said I can't give it to you because I don't know if it's cyanide. Whoa, that's an insane story. You walk into the office and there are two cells. Everything is all painted white, very antiseptic and Swiss. There's a metal bed drilled into the concrete and a toilet sink combination. I love this founder's like they're just like hustling, trying to, trying to get some customer interest and just goes to Davos jail and is like, well, I may as well make the most of it and try to, try to, try to get a story out of this. Anyways, there's a metal bed drilled into the concrete and toilet sink combination. They said it was spring water, so the water was good to drink. The food was phenomenal, better review than. They brought it from the hospital, apparently. Chicken lasagna, Amazing. The only complaint I have was the smell. The next morning, they bring this guy named Chris, a technical expert. He says, come out here, explain your tech. I do my pitch. I say, look, I'm not a very good hardware engineer, but I'm a great user of AI. I was one of the top users of Cursor last year. I did 43,000 agent runs and generated 25 billion tokens. We open my machine, Chris and I go line by line through the code. I don't know the language the code was written in because it was written with AI. So Chris actually explained the code to me. They come back and they say, you're free to go. You can take all your stuff with you, but you're banned from Davos between now and 6pm on Friday. I'm going to apply for another hotel badge next year. So anyways, insane story. Don't bring your hardware device that you don't fully understand with a bunch of hot glue and a plastic box. Very, very, very sketchy, but got a good story out of it. The other interesting takeaway from Davos, Alex Heath summed it up.

Get there eventually. I've never seen a Reply bot on LinkedIn, but have you been surprised by. Conversations with any of the platforms? Because in some ways, they just want more content that's engaging. And so there's kind of like this dilemma where they might say, like, yeah, we're looking to crack down on. On, you know, fake imagery, but in reality they're like, okay, this is driving engagement. This is not like, you know, it's a. It's. It's like, even with X, people have always said, like, do they really want to crack down on bots? Or, like, do they just say they want to crack down on bots? Because in some ways, like, it's just driving notifications for people that might not otherwise be having a lot of activity. One man's slop is another man's filet mignon. The LinkedIn Trust and Safety folks seemed so resigned. It seems like they're having such a bad time because in every single text box, there's a little, like, write with AI button. So, like, in I want to compose a post, I write 20 words and then have it expand it out into, like, a long essay. Or same with, like, inmails. They'll AI generate inmails that are customized for the person's profile. And so, like, they can't actually do anything around, like, AI slop or using AI as a signal because it's so integrated into the platform at this point. And I think to the detriment of the platform, like, the quality of content there is so low. Now, how many words, how many. Words of text do you actually need to detect if something's AI? Yeah. I've seen.

That somewhat relates to. Yeah, yeah. So yeah, what I was trying to get at is like where I assume over time, like most AI, most written content will have been run through some type of model before it's published. Almost like a spell check even. So I'm trying to think about like where, where do you really not want AI content? Right? Like I don't care if somebody uses an gen AI to make like a headshot. Right? Because like if they just want a headshot that looks somewhat like them, it's. They might go into Photoshop anyway and add some color correction, increase the contrast. Yeah, it's just, it's just pimple or something. Not that big of a deal. But where, where I do think is like the, probably the most pressing issue right now. It's just like any, anything news related. So if, like, if you're, if you're sharing things that are like news or, or any content that people are using to understand the world, like I could imagine like are we moving to a world where you'll have to add like a pangram watermark to the, to the post? Like is that the kind of behavior that we want? Because if an AI generated image goes up, 2 million people see it and then six hours later it gets community noted and says like okay, this was generated by AI, it's too late. Like 2 million people may have thought it was real. That's a huge problem. And actually this is happening today. So if you know all the Russian troll farms where they're like posting comments and like news articles, they've basically. Russia has expanded this to basically just use LLMs that they've fine tuned themselves and they've. We've seen news websites come out of Russia that just have 50,000 articles that are completely AI generated. Most of them are like normal news. And then some of them are really pushing the like pro Russia, anti Ukraine stance. Yeah. And they're just posing as random Oregon local news. Yeah. And these are crazy. And they're popping up faster than we can take them. The White House shared an AI generated. Image, AI modified image.

With Octa. Well said, John. We should talk about this. Out of Home campaign. OpenAI has purchased a ton of billboards. They have hit San Francisco. We got a whole bunch of folks at Klay, Valfos, decagon, Unified, gtm and Christina, of course, from Vanta is sitting there on the billboard. I like the aesthetic, the black and white, the big, there's a lot of white space in the design. It's not too cropped in. I think they executed these billboards very well and it's fun. OpenAI is such a. It's easy to collapse it into. It's just a, you know, an app on your phone. It's a singular business, but they do have a lot of partners all over the startup ecosystem and they are paying tribute to them with this out of home campaign. I like to think about the 10 people left in San Francisco that have never heard of AI or OpenAI or ChatGPT and they're just very confused walking around looking at these nice pictures. It really is for the builders. It is another example of San Francisco billboards being very insular. Insider jokes. There aren't that many people in many cities that would be able to identify all these founders by name or know these companies even, especially at the size they put there. They didn't even put taglines, they just put this person's name. Building this company, you have to know it's an if you know, you know, campaign. But I think there's a lot of people in San Francisco that do in fact know. So congratulations to everyone that is sporting their fits on a billboard in San Francisco. Now on AI's dime. Let'S head over to Faye Lee. Yes. According to Natasha at Bloomberg, she's in the fundraising market. With.

We should talk about this out of Home campaign. OpenAI has purchased a ton of billboards. They have hit San Francisco. We got a whole bunch of folks, Clay, Valfos, decagon, Unified, gtm and Christina, of course, from Vanta is sitting there on the billboard. I like the aesthetic, the black and white, the big, there's a lot of white space in the design. It's not too cropped in. I think they executed these billboards very well and it's fun. OpenAI is such a. It's easy to collapse it into. It's just a, you know, an app on your phone. It's a singular business. But they do have a lot of partners all over the startup ecosystem and they are paying tribute to them with this out of Home campaign. I like to think about the 10 people left in San Francisco that have never heard of AI or OpenAI or ChatGPT and they're just very confused walking around looking at these nice pictures. It really is for the builders. It is another example of San Francisco billboards being very insular. Insider jokes. There aren't that many people in many cities that would be able to identify all these founders by name or know these companies even, especially at the size they put there. They didn't even put taglines, they just put this person's name. Building this company. You have to know it's an if you know, you know, campaign. But I think there's a lot of people in San Francisco that do in fact know. So congratulations to everyone that is sporting their fits on a billboard in San Francisco now on.

Selling to Chinese because they have great manufacturing. And then TikTok, you know, we want America wants control over the algorithm, over the data security. And so you have a Chinese company that's now going to be operating in the US and the Wall Street Journal has a piece here on it. First I will tell you about Lambda Lambda is the superintelligence cloud building, AI supercomputers for training and inference that scale from one GPU to hundreds of thousands. So the agreement was negotiated to comply with a 2024 law requiring the company to do a deal to address US national security security concerns. Of course it was total, like will they, won't they? For all of 2024 with TikTok and then also in 2025 we were constantly tracking like when will this happen? It took years and years and years. Like the actual TikTok should divest discourse is now like three or four years old. Lots of people have been working on this for a long time, but Rome wasn't built in a day and TikTok was not divested in a day. But TikTok officially established a joint venture that would allow it to keep operating in the United States, the company said Thursday, resolving a years long fight to address Washington's national security concerns. Under the terms of the deal negotiated by the Trump administration, the popular video sharing app will be operated by a new U.S. entity controlled by investors seen as friendly to the U.S. its data management and algorithm training on American users will be overseen by Oracle, the cloud computing giant that has safeguarded its data for the US for years and has close ties to the Trump administration. The the deal was negotiated to comply with a law passed in 2024. President Trump delayed the implementation of the law a year ago after starting his second term to keep TikTok operating in the United States. He signed a series of executive orders to extend the deadline for completing a deal until it was met Thursday. Trump said in a social media post, I'm so happy to have helped in saving TikTok. He thanked Chinese leader Xi Jinping for working with us and ultimately approving the deal with a capital D. He could have gone the other way, but didn't and is appreciated for his decision. Trump and TikTok's investors and allies pushed the deal through despite lingering concerns among lawmakers and security hawks that China could still influence the new entity through TikTok's. Parent ByteDance, which is 80% of makes sense that this took so long. It sounds really simple just divest, but in reality you have to effectively rebuild an entire app right yeah, it's got to be. It's got to be. It's going to be like a new app. Figuring out the logistics of that. Yeah. There's also just a ton of hair on the deal. Right. There's a huge revenue share that's going back to ByteDance in perpetuity. That is obviously reflected in the valuation. And so and then the other, the other factor is like if you have a US TikTok now and then you have normal TikTok. If I'm on the US TikTok, am I sharing content to international TikTok? If I'm on the international TikTok, is it sharing my content back into the US app? How does that all work out? And so there's a lot of stuff that still needs to be handled, I would say most of the social media app, pretty much every social media app that you use. If you just cut off all international content creators, the experience on the app would get worse. So there needs to be some content still flowing back and forth, forth. But figuring out how exactly that works is still in process. Yeah. TikTok CEO Sho Chu said in an internal note to employees. The majority American owned joint venture will operate under defined safeguards that protect national security through comprehensive data protections, algorithm security, content moderation and software assurances for US users. There was a. The whole TikTok debate really erupted when TikTok CEO Sho Chiu was in front of Congress and was not really acting like he was the boss. Basically that was the main criticism. It felt like he didn't have full control over the entity because of course it's a subsidiary of ByteDance. And some of the US lawmakers were pressing him on how much control he actually has. Did they send the right person to the Congressional hearing? But it seems like he's held on and he's done well. He's also Singaporean, by the way, so easier to be a part of the new US TikTok organization and allay any concerns of Chinese control, which is certainly at the heart of the administration's goals here. So who's in the deal? You got Oracle. You got private equity firm Silver Lake. You got Abu Dhabi based MGX. They will each own 15% of the new entity, while TikTok investors own will own about 30%. Other notable investors include JD Vance's former firm Revolution and tech executive Michael Dell's family investment office. Dell's getting in the deal. Vance spent a brief stint at the firm founded by AOL co founder Steve Case during his time as a venture investor, which preceded his 2022 Senate campaign. I didn't realize that JD had been at Revolution. I know he was. He had a separate venture firm, but I didn't know that he was hanging out with Steve Case, the former co founder of AOL Vance has said previously that the deal values the new entity at about 14 billion. A lot of people thought that that was really, really low given TikTok's immense growth. But there is another side of this, which is that TikTok I don't believe was ever monetizing or as profitable as its competitors YouTube and Instagram. And Mark Zuckerberg and the Google team were not exactly slow to move and launch competitive products. And so a lot of the. You see this continuously where Snapchat comes out, Stories is on a tear and you're looking at the Snapchat growth curve and you're like, this is going to kill, this is going to kill Facebook. It's going to going to be the next Facebook. And Mark Zuckerberg needs to acquire it. He puts in an offer, gets declined and it looks like it's over. But then the Instagram team moved really quickly. They launched Stories and that effectively you can see in the chart, Stories, launches on Instagram and people stop moving on to Snapchat. And so a lot of people went back who were on Snapchat, they went back to Instagram and Instagram continued to grow. And Snapchat, it didn't flatline, but it definitely put a dent in their growth. And, and I think the same thing is true for TikTok. Like TikTok, a lot of people who just want that format, vertical video, endless scrolling slop, they can get that. Now we got American made troughs all over the place, everywhere the eyes can see. So the investors are paying the US government a multi billion dollar fee for arranging the deal. A concept Trump previously called a tremendous fee. Plus, interesting. TikTok said it had 200 million users in the US up from its 2024 estimate of about 170 million users. So decent growth. But I don't know. I mean, 200 million in the US is a lot. Like that's pretty much everyone. Yeah, I guess the question is, will they ever get the rest of the US in the way that YouTube you could assume has like effectively, you think. They have like 300 mil? Yeah, I would assume that. I don't know. There's a lot of philistines out there. There's a lot of Luddites who are just like, nah, I want DVDs, I want VHS tapes anyway. Trump touted his popularity on TikTok earlier Thursday, posting on Truth Social that his posts on the platform TikTok get more engagement than posts on TikTok competitor Instagram, which is owned by Meta Platforms TikTok. Trump said that TikTok helped him win. I mean, that's always been, for what it's worth, that's always been the case, right. Like TikTok has always had allegations that they were botting as a platform effectively. People would go on there and they'd be getting a tremendous amount of followers, tremendous amount of just engagement, broadly, far more than they would have on Instagram with the same content. And some people would say, oh, that's because the TikTok algorithm is so good and there certainly are a bunch of very real people on TikTok. I don't mean to say that it's all bought it, but the experience of using TikTok, a lot of creators will just naturally have six times as many TikTok followers as they do Instagram followers. Yeah, yeah. It does seem like the algorithm is set up to like serve you more content in a 10 minute session because you're more quickly scrolling. And then there's also accounting issues. Like on some platforms, if you just scroll past something for even one second, that counts as a view. On other platforms it might take three seconds. On other views platforms, maybe 10 seconds a minute, you might need to watch the full thing. So there's always like accounting abnormalities there. Anyway, if you want to stream on TikTok because it's American, O now you want to bring some Oracle focused content. To TikTok focused content, get on.

And speaking of Google, I think we got to watch the video about AI industry news. Every two weeks, one of these models is destroying someone else's model. And we found a fantastically funny video on Instagram reels that we will play for you today, folks. So let's play the comedy. Destroyed pin dressed in chatgpt. Chatgpt destroyed perplexity and Google AI LinkedIn AI just ruined WhatsApp AI meta AI IRCTC AI just destroyed uber ola AI. Wow. Wow. So. Good. What is that last one? IRCTC AI. He's just making stuff. He's just making up acronyms at this point. But it really is so true that like there's just a time honored clickbait title of like destroyed in all caps. I used to do it on my YouTube videos. Always went viral. It's been proven. I was taking credit for inventing that format on YouTube. Brandon Gorell put me in the truth zone and said that I did not in fact create that. That was created long before the buzzfeed era and is potentially time honored. Anyway. Don'T worry, I will drop the video link in the.

You're watching CVPN. Today is Friday, January 23rd. It's Casual Friday. Casual Friday because I got the Semianalysis jacket on. Zoom in on this. Thank you. Normally. Normally, I'm the casual guy. I thought I'd let Dylan Patel thank you to Doug. Get to experience it over at Semianalysis. This is fantastic. It's extremely comfortable, and I look like I'm ready to go to our data center. It's built for Abilene. I feel like this is built for Abilene. You throw this on, you're ready to go. See what the hyperscalers are up to. Maybe wire up some GPU racks. Do whatever you need to do. Incredible. I love it. So thank you to everyone.

Campus in Long Beach. Anyway, I have this pulled up on Futurism. China unveils EV that can violently eject its battery. Okay. In case of a fire. Okay. Send that to the team. I'll tell everyone about public.com investing. For those that take it seriously. Stocks, options, bonds, crypto treasuries, and more with amazing customer service. Okay. If you scroll down this. Video and we can see this in action and see what kind of situation. Yeah. This is so wild. I remember when this video went viral. It's like, what is the point? Oh, it's because if it crashes and it's going to burn, it'll shoot it out. But. Oh, that just seems like so, so dangerous. But at the same time, people. People, you know, watch these videos and they think like, oh, this is like widespread Chinese best practice. When really, like, this is probably like their Gundo equivalent. Just like a couple dudes. It is interesting that they're. Like, we don't just need to get it 10ft away, we need to get it 30ft away. Yeah. Because you could just gracefully drop it out or something or slide it out sort of slowly with a little pusher, but they have to shoot it out like a cannon. It's amazing. Anyway.