Inside Saudi Arabia's AI Ambition: Tareq Amin on Building a New Tech Superpower

(0:00) Introducing Tareq Amin (0:39) Saudi Arabia's evolution, Humain's business (8:11) How Humain works with foundational model providers (13:14) Saudi's energy and talent advantages, the AI race in the Middle East (18:11) Working in the era of MBS, Vision 2030 (21:40) How Saudi manages their relationships with the US and China (23:51) Sacks on the US-Saudi AI alliance Thanks to our partners for making this happen! Solana - Solana is the high performance network powering internet capital markets, payments, and crypto applications. Connect with investors, crypto founders, and entrepreneurs at Solana's global flagship event during Abu Dhabi Finance Week & F1: https://solana.com/breakpoint OKX - The new way to build your crypto portfolio and use it in daily life. We call it the new money app. https://www.okx.com/ Google Cloud - The next generation of unicorns is building on Google Cloud's industry-leading, fully integrated AI stack: infrastructure, platform, models, agents, and data. https://cloud.google.com/ IREN - IREN AI Cloud, powered by NVIDIA GPUs, provides the scale, performance, and reliability to accelerate your AI journey. https://iren.com/ Oracle - Step into the future of enterprise productivity at Oracle AI Experience Live. https://www.oracle.com/artificial-intelligence/data-ai-events/ Circle - The America-based company behind USDC — a fully-reserved, enterprise-grade stablecoin at the core of the emerging internet financial system. https://www.circle.com/ BVNK - Building stablecoin-powered financial infrastructure that helps businesses send, store, and spend value instantly, anywhere in the world. https://www.bvnk.com/ Polymarket - The world's largest prediction market. https://www.polymarket.com/ Follow Tareq: https://x.com/TareqAmin_ Follow the besties: https://x.com/chamath https://x.com/Jason https://x.com/DavidSacks https://x.com/friedberg Follow on X: https://x.com/theallinpod Follow on Instagram: https://www.instagram.com/theallinpod Follow on TikTok: https://www.tiktok.com/@theallinpod Follow on LinkedIn: https://www.linkedin.com/company/allinpod Intro Music Credit: https://rb.gy/tppkzl https://x.com/yung_spielburg

Speaker names marked ? are inferred from speaking time and the show’s known hosts — they are not voice-verified.

• 0:02Speaker 00

  Je crois que la connectivité est un droit humain.

• 0:04Jason Calacanis?

  J'ai senti que c'était une grande opportunité pour construire et permettre un pays comme le Saudi-Arabie qui a un potentiel incroyable pour construire un champion numérique et un centre numérique pour la région.

• 0:16Speaker 00

  C'est la première fois que je suis arrivé dans un endroit où je me sens à la maison.

• 0:21Jason Calacanis?

  Mesdames et messieurs, s'il vous plaît, accueillons Humains Tareq Amin.

• 0:34Jason Calacanis?

  Salut.

• 0:35Speaker 00

  Salut David.

• 0:38Jason Calacanis?

  Donc, j'ai passé beaucoup plus de temps dans le Moyen-Orient, dans la région. Ça change tellement, année après année. Et je vais être annoncé sur le podcast il y a deux semaines. Je vais faire la fondation de l'université de Riaat le 3, 4 et 5 novembre. Et je suis vraiment excité de collaborer avec un pays si dynamique. Peut-être que vous pourriez nous donner un avis sur ce qui a changé au cours des cinq dernières années dans la région.

• 1:06Speaker 00

  Merci beaucoup. Tout d'abord, je dois dire que c'est la première fois que je fais un événement qui est seulement de 45 minutes de distance de ma maison. Mon voyage de Riaad était évidemment de 23 heures. Mais juste pour vous donner un peu de contexte, je suis né en Amman, Jordan, avant de venir aux États-Unis pour finir mes études et progresser dans ma vie et ma carrière. Donc, je me suis déplacé de Tokyo en Saudi-Arabie. Mais c'est la première fois que je travaille dans la région. Et je ne savais pas quoi attendre.

• 1:39Speaker 00

  Parfois, ça dépend de votre perspective sur la façon dont vous voyez le monde. Je voulais vraiment découvrir et comprendre tout ce que j'entendais sous l'immense opportunité de transformation et de diversification de l'économie.

• 1:53Speaker 00

  You know, my first observation is really started with discovery of how amazing the people were in terms of hospitality, welcomeness. I really felt like I'm back home. It's it felt very, very different feeling to me. The second thing, the population is awfully young and hungry, and hungry for new things and new advancements. So to me, it was really a pleasant surprise because what I was really worried about and what everybody keeps talking about, maybe Tareq have done great things in his life, talent and opportunity, maybe a big challenge in his new venture. And it was remarkable, you know, in every aspect,

• 2:36Speaker 00

  whether you look at the government side, in terms of society, the transformation, it has changed dramatically. It's really, really an area that I feel the opportunity is remarkable. And the embracement of the society towards looking at the future in which digital AI is fundamental to their transformation.

• 2:56Chamath Palihapitiya?

  Tareq, can you maybe explain what humane is and how it came to be? Because it was sort of an evolution, right?

• 3:02Speaker 00

  Yeah, I mean, it's, you know, for for you to know, I'll tell you, we take things for granted in the US to a certain extent. Let's assume you're a startup here and you want to access compute. It's as simple as obviously go into a hyperscaler and within 30 seconds, you're ready to go. So the story is fascinating because my first discovery, let's say, in the role I was in at the time, I was hired to really run a subsidiary of Aramco, a new company that was intended to diversify out of its core business in which digital AI was a really core component of it. One of the biggest surprises I had is

• 3:42Speaker 00

  lack of AI infrastructure. I mean, I did not know that the ability for startups, companies to access AI infrastructure is a challenge. I mean, it took, look how large Aramco is, took them nine months from the process of purchase order, export control process, deployment, installation. That means we have hindered a company to really achieve its objectives by nine months. So that was the first opportunity that I saw that we need to address in the country. I tell you this story because this is how the humane story started. So I started meeting with several ministers in the country. I told them I see nothing but opportunity.

• 4:24Speaker 00

  I see something that the country could really do and participate at a global space. I think we have an abundance of land, an abundance of power, amazing connectivity, and an opportunity to really participate in the digital infrastructure. So last year, during my birthday, I get a call and it was like really a strange number. So I answered it. It says, it was from the royal court and it said, "His Royal Highness wants to meet with you." I said, "Okay, what did I do?" You know, it was a, so anyway, I, we all came in. I said, "What's the topic?" The topic was AI brainstorming.

• 5:09Speaker 00

  And this was the first time I had the opportunity to meet His Royal Highness and...

• 5:15Chamath Palihapitiya?

  Mohammed bin Salim.

• 5:16Speaker 00

  Yeah, and let me tell you, it was not about brainstorming. It was about really addressing what the country needs to do to accelerate, to address some of the fragmentation that exists. And the idea and the concept of Humane is in order for us to really accelerate our development, let us now bring public and private entity combines and take AI investments, projects, initiatives, and put them one, under one umbrella company that is really focused on the entire AI total value chain. So honestly, in that meeting, I, I could tell you, it took about 10 minutes to come to realization that the opportunity is massive,

• 6:00Speaker 00

  but we need to really unite the fragmented effort and put our energy to address the basics.

• 6:06Chamath Palihapitiya?

  And, and you were given a pretty large balance sheet to do this with?

• 6:10Speaker 00

  Yeah, I mean, look, I mean, to, to start with, as you know, building infrastructure is not necessarily a small task. So to do this and to participate and to make an impact, you need to be very well-funded. So, you know, even though we call Humane as a startup, but it's actually a very well-funded startup, between our data center segment, our models team, applications, and also our ventures that we will soon have in the United States is a, you know, is a very well-funded company. That I'm feeling really comfortable about the opportunities that we could capture between capital, people, talent, and then the partnerships.

• 6:49Chamath Palihapitiya?

  So should we think about this as there's, you know, we live in a world, as you said, when, when you're back home here in the US, there's AWS, there's GCP, there's, you know, Azure, it's just simple, straightforward, but the rest of the world, a little bit more complicated. Do you see Humane being that competitive alternative for the rest of the world? Is that how it starts? Or?

• 7:12Speaker 00

  Well, I think, I think, look at it, in certain areas, we partner really well, and all of them are colleagues and friends. I mean, I've, I've known the CEOs of these companies really well through my tenure in Japan and India. But I will tell you, I think many companies do not see the Middle East the way I see it today. And they don't understand the requirements and the needs of what we have to do to build the depth and the talent. So I see in certain areas, great partnerships. And in certain other areas, I think that we will be a compelling alternative, but it doesn't mean that we don't partner. So, um, you know, certainly when you see now the partnerships that we announced with

• 7:52Speaker 00

  the, the likes of AWS and Google, uh, clearly I want to see the companies invest in addressing the lack of infrastructure that I saw. So a portion of what we do today will be built on things with our own technology and a portion will be done also with partnerships with the hyperscalers.

• 8:11Chamath Palihapitiya?

  And what, give us the lay of the land from the foundational model side? The OpenAI's, the Anthropics, the Grox?

• 8:19Speaker 00

  Yeah.

• 8:19Chamath Palihapitiya?

  How is that moving? How do you work with them? How do you make sure that, you know, everybody can get access to the latest models?

• 8:25Speaker 00

  So, so a couple of things we have done, and look, um, for people in this audience that have participated in the build of foundation model, you know, it's not trivial and it's not easy. One of the acquisitions that has happened in Humane, and this is where I was really, really surprised, to see the depth of science team I have today in Humane. I mean, this is the first comment I get in my social post to say, "Yes, you have capital, but there is no people, no talent." So we ended up building a foundation model. And I'll tell you the reason we did this. We built it from the scratch. It was not distilled of any open source tool. Well, for two reasons. I just wanted to see, I mean, A, let's venture into this to understand the depth and the capability of the organization.

• 9:10Speaker 00

  Second thing, when it comes to culture, language, and biases, you know, I felt that it's important for us to really participate in this arena. So we launched in Saudi Arabia what we call Humane Chat. I just wanted to see the reaction from the people that uses this model. And the whole objective of it, Arabic first preference is the way we train this model, not English first preference.

• 9:36Chamath Palihapitiya?

  And sorry, just on that, you see huge differences in how the foundational models process and digest data?

• 9:43Speaker 00

  I think for us, on any model that is used today, quality of data is always much better than, I think, just feeding it quantity of data. Our model today has a proprietary set of data in Arabic language that you cannot find on the public internet. So we had a proprietary dataset that was important. And obviously, within the Arabic language, the government today uses all its correspondence, transactions, translations is in Arabic. So the preference of training first in Arabic is very different than you starting in English and then you add to it the Arabic components. So we built that, we launched it. It actually now became the number one app in the app store in the country.

• 10:27Speaker 00

  It's really an important thing for us. And I'm going to be really specific that we didn't do this to say we're better than OpenAI or we're better than X or rather than that. It was important for us to train the team on understanding how to build the entire stack. It's really, really critical and I would tell you, there's nothing else I would do different than the last nine months in building this foundation model. We have great partnerships today with, you know, discussions with OpenAI. Anthropic, we use a lot for our AI coding tool. So I see this is not an option of use this or that. I think we are trying to formulate a strategy on the model.

• 11:13Speaker 00

  But I will tell you where we differentiate, hugely differentiate. I think we have found the answer that I heard everybody talking about. I am a huge believer that AI is not into a bubble. And the reason I believe in this, I think we are one of the few companies that have found true value realization. And this is really a mind blowing story. When I took on the CEO role for Humane, so I had an option to say, how do you run a large enterprise? Do you run it the same old way where you have legacy systems in play? You have hundreds of IT tools that do the job for finance, legal, HR, cybersecurity, or you do something different. What we have differentiated on, while I'm excited about the model, is what we build

• 11:57Speaker 00

  on top of the model. So we will launch in October this year, a platform we call Humane One. It is truly the AI operating system for the enterprise. Imagine the era, I believe Windows was embedded in 1981. We all got taught that you use icons on the desktop. If you want to take a vacation, you go to Success Factor or other HR tool. If you want finance, go to Oracle SAP. If you want something else, there's another tool, another application, another icon. Well, now we change this enterprise world. We're really intent driven system, multi-agent orchestration system, and its impact is unreal. What has happened in driving true value realization?

• 12:41Speaker 00

  At least in my company, I could tell you, it is remarkable. The efficiencies now that we have derived out of changing these legacy systems.

• 12:50Speaker 00

  And maybe the biggest challenge that I had had nothing to do with the technology, nothing. And this is maybe my own personal opinion about the struggles that companies going to go through as they embrace AI into their operation. It's the mindset, mentality, culture, organization. It's underestimated effort. So yeah, between the model of what we build, but I I'm more excited about what we have done.

• 13:12Chamath Palihapitiya?

  Let me ask you a point of question. You're in Saudi. There's an enormous amount of energy, almost a surfeit of energy. Do you have this unfair advantage where if you need a vast amount of energy to throw out a compute problem, do you effectively get it for free? Or do you have to pay for it as well?

• 13:31Speaker 00

  No, of course not. I mean, look, even though it might seem like I wish I could get it for free, that would that would change my business model dramatically. So the when I took this role, I think one of the key things I said, look, what can we really compete? And what can we do to offer to the world something that the world desperately needs today? I think everybody in this room maybe realize we are really just at the beginning of what I would call the AI inferencing world. While the model training will continue to evolve, but now as we move into accelerated compute, I think the demand is going to become much larger than exists today. So how do we and what's the challenge? The challenge

• 14:15Speaker 00

  is really simple power. You know, how do you really find power? So that's where I think Saudi Arabia has a big role to to participate. And I was bullish enough to tell the world. I said outside of the United States, outside of China, I really think Saudi Arabia has a good shot to be the third largest country in infrastructure. So we have to go through processes to secure power from the Ministry of Energy through the local electric company. I am treated as fairly as any other entity that comes to the country. My rates, my tariff is equivalent to what Google would get to what AWS get. But however. The energy generation that exists in Saudi Arabia is just remarkable.

• 14:58Speaker 00

  I mean, I think what I told many people, maybe Saudi Arabia today led the world in energy exports via oil. We should look at an opportunity to lead the world through energy exports via tokens. You know, but that's really a key area that I think we could differentiate is the energy and infrastructure.

• 15:17Jason Calacanis?

  Let's talk a little bit about the talent pool there. This was shocking to me when I got there, but so many of the young people, even up to Gen X, our generation, have been educated in the West. In fact, the woman who we are in partnership with, with Sanabul, has an MBA from Stanford and Oxford and all these incredible schools, and they've all come back after these incredible scholarships that are given by the country. Talk about the talent that has come back to Saudi and the application level and golden visas as well, just how open they are to having companies set up shop there.

• 15:57Jason Calacanis?

  And there's a bit of a competition, is there not, between, you know, DOA, Dubai, Abu Dhabi, Riyadh, Bahrain. There's a really great competition that's emerging for talent, and you've got the entire country, all the nationals, very engaged in starting companies.

• 16:14Speaker 00

  Yeah, so, I mean, this is such an important point because I think this is a key fact that people don't realize yet.

• 16:23Jason Calacanis?

  I didn't, yeah.

• 16:23Speaker 00

  Yeah, if you look at it, you know, 30 years ago, the investment and the strategy for Saudi Arabia to send many of their citizens abroad, across the world, to pursue degrees is really paying off, you know, in a really large way. Again, back into the example I mentioned about my models team, I have 40 PhD students, not students, 40 PhD scientists today in my team. Sometimes, honestly, when I sit with them, I said, I'm really, maybe I don't have enough credentials to sit with you guys in the room, but they're graduated from, yes, some are for PhD from Stanford, MIT, Harvard, Oxford, you know, from anywhere that you want, they're

• 17:08Speaker 00

  really have obtained now the foundation knowledge to really take to that next step. Now, when you talk about competition, I mean, the beauty...

• 17:17Jason Calacanis?

  Sorry, Turk.

• 17:18Chamath Palihapitiya?

  When they graduated, was it that they were thinking about staying in the US, getting an OPT thing, or was it this pull to go back and say, okay, we're now trained, let's go back and help our mother country? What is the motivation of these individuals?

• 17:31Speaker 00

  I think there's a couple of things that happened. I mean, this is my own view, and I talked to my colleagues in Saudi Arabia. I really think that they had a sense of responsibility to take in the build process of what tomorrow is going to look like. I would have done the same if I was in their shoes. I would have went back and really helped into this build process. So they learned a lot, and mostly from, I would say, the United States and the UK. And now they all came back looking at the opportunity because the inflection point has happened. If you look at the fast-paced transformation, it's an opportunity I don't think they want to miss. It's really changing rapidly.

• 18:12Chamath Palihapitiya?

  And how much of that, maybe it's a desire to work in the era of MBS, and maybe you can use that as a jumping-off point to tell us, what is it like to work with this person that's young and beloved?

• 18:22Speaker 00

  So a couple of things. I mean, look, I'll tell you my honest opinion. I mean, first of all, the first meeting that we had with him, key observation and takeaway: his vision blew my mind. I don't think I have seen someone with such a bold vision towards what the future looks like. His responsibility to the citizens of Saudi and the diversification and the transformation initiatives that are happening is second to none. It's really, really incredible. Actually, I was delayed yesterday. I was supposed to be here. But the man doesn't sleep, really. I mean, he's on all the time, thinking about initiatives that need to be done and fast-tracking them.

• 19:05Speaker 00

  So everybody now is really rallied. If you go into Saudi Arabia today, one thing that is surprising: you take a taxi cab, or you go to a hotel, or you talk to a government official, everybody is intertwined with the Vision 2030 mission. Everybody. So this is something that rallied the society around an idea. And the idea has incredible merits, especially, I would tell you...

• 19:31Chamath Palihapitiya?

  And is it both the old and the young?

• 19:33Speaker 00

  I mean, what I'm seeing now across the board, even when I talk to the older generation or the younger generation, this mentality shift transformation has happened. Now, I'm not representing everybody, I'm telling you the segments I'm interacting with. I see nothing but optimism, but you guys know very well better than me.

• 19:53Jason Calacanis?

  This is such a key point. That was what I took away from when I started spending time there. Over three years, I saw the change. Every year, the enthusiasm level reminded me of New York and San Francisco in the 90s, early 2000s. The opportunity to build anything, the culture was on fire, you've got movies and cinemas coming back and all this great stuff happening, and they're so engaged and they want to learn how to build businesses. And they've got this real, you know, the 2030 mark has inspired everybody to think, well, what's possible? We have this incredible energy business, sure, but as they explained it to me, we can take that energy business and over the next five, 10, 20 years, we can transform this entire region and be a global leader. And it's really inspiring.

• 20:38Speaker 00

  And to add to your point, look back into your question about competition. You know, this is really interesting. See, there's a lot I have learned and I owe a lot for what I learned in the US, quite a bit, a lot. I learned innovation here. When I moved to India, I learned scale. When I moved to Japan, I learned precision and quality. You come to Saudi Arabia and I'm learning optimism and vision, truly.

• 21:03Jason Calacanis?

  Hopeful.

• 21:04Speaker 00

  You know, I find it to be really remarkable. I mean, I'm living there almost full-time. And what I have done, if you come to Humane Office today, in my opinion, it is no different than a Silicon Valley office.

• 21:21Jason Calacanis?

  Not at all, yeah.

• 21:22Speaker 00

  So I encourage you, come visit, see how Humane, from the basics of the basics, how the building layout is, how the open office design is, to remove barriers and thoughts, mentalities, and I want now, really, my team has to become product creator. Not just a reseller. So that's very important.

• 21:41David Friedberg?

  Tareq, as you are building your infrastructure, there is supply chain and strategic partnerships and relationships that I'm sure emerge here in the United States, but also in China. And Saudi Arabia seems to be in this really kind of interesting position as a large energy supplier, as a large partner in capital and now in building, that could create tension between the rivalry, the global rivalry between the US and China. How do you think about managing each of those two markets and how you establish relationships? And where do you align yourself?

• 22:11Speaker 00

  So if you see how Humane was launched, and I wish I could take a small credit for this, but I've asked for one thing before President Trump came to visit Saudi Arabia. We should, you know, please launch the company 3pm before. Because we wanted to see, ensure that the alignment that we are going after, we're going after really where the innovation is, the talent that exists, the infrastructure that exists. And let's be really realistic and truthful. Today, the US is leading, especially on the semiconductor side, and we don't want to miss this opportunity. So if you see our partnership that we have done with AMD, with a startup called Rock, Nvidia, Qualcomm,

• 22:54Speaker 00

  it shows you clearly our commitment to this relationship and partnership. And it's really deep. Not only on the silicon side, but the same thing you're going to hear very soon on the AI and the software application. And that's why Humane to succeed really needs deeper engagement, relationship. I spend a lot of time with startups in the US. And, you know, and as long as, to be very honest with you, the hope and the optimism I have, and David and the team has been doing really a great job with this, is our ability to say, we understand very, very well the concerns that one might have. But if you see about my partners that we have selected from software layer in the cloud to manage tenant management,

• 23:39Speaker 00

  to the security on the data center, to make sure that these servers are secured, we will do everything that is required with the optimism that Humane will be thought through as a trusted supplier for the US.

• 23:52Jason Calacanis?

  David Sacks, how important is the American and the Kingdom's relationship globally and for humanity in terms of the president's agenda and his prioritization?

• 24:05David Sacks?

  Well, it's been a critical relationship for the US and for Saudi Arabia since, I think, 1945, if not before, when the founder of Saudi Arabia, the King Ibn Saad, met with our president, our king, so to speak, FDR, on a battleship. And they hammered out the foundation of the modern world, which is the US would provide security for the region in exchange for the steady flow of crude. And that, you know, that was, I think FDR did that on his way back from Yalta. And people don't know as much about that as they do the Yalta meeting, but that was a very important understanding. And then the relationships evolved over the last 80 years. But what I can tell you, I went with the president on the trip in May to the Middle East. And number one, like you said, the business culture

• 24:50David Sacks?

  in Saudi Arabia is very Americanized. Many of the Saudi elite have studied in the US. Second, they want to have a good relationship and a partnership with the United States. There's nothing competitive at all about that relationship. And third, when it comes to high tech and AI, they want to be part of our technology ecosystem. When I got back to Washington, I was really surprised at how controversial it was that we wanted to do business with the Gulf states and Saudi Arabia in particular. The way I see it is very simple. Saudi Arabia is going to have data centers, of course. Every sovereign country that can afford them is going to have data centers. Is that going to be American

• 25:30David Sacks?

  technology or Chinese technology? It's basically going to be our companies, or it's going to be Huawei.

• 25:36Jason Calacanis?

  It's binary.

• 25:37David Sacks?

  It's binary. And why would we want to push any country into the arms of Huawei?

• 25:42Jason Calacanis?

  Especially when their preference is to work with America.

• 25:44Chamath Palihapitiya?

  Well, I think it's especially for two reasons. One is the proximity that that region has to 4 billion people.

• 25:51Jason Calacanis?

  Yes.

• 25:51Chamath Palihapitiya?

  Because if you think about building data centers, ultimately inferences, there's a certain window of time, and you have to be under Several hundred milliseconds, but if you do that and you draw that radius, you're counting half the world's population. We can't strategically ignore that.

• 26:06David Sacks?

  Yeah.

• 26:07Chamath Palihapitiya?

  Otherwise, you'll be forced to do it with somebody else.

• 26:08David Sacks?

  We'll talk in a second, but just I think that these restrictions on the region, they were placed in October of 2023. And at the time, by previous administration, at the time that happened, it was justified on the grounds that the US was the only game in town. We were the only ones who could really make advanced semiconductor. So therefore, we can impose whatever restrictions we wanted. Nobody would have a choice. But since then, if you're reading the headlines over the past few months, it's all been about Huawei, CambraCon, SMIC. China is rapidly advancing. Dylan Patel from Semi Analysis just had a report. By next year, China's going to be making millions of chips. Admittedly, they're not as good as American chips.

• 26:50David Sacks?

  But if we deny the rest of the world the ability to participate in the American Tech Stack, then they will participate in the Chinese Tech Stack. And I think the question of what we sell to China will always be a complicated question for obvious reasons. But when it comes to the Middle East and the rest of the world, I think it should be an easy question that as long as these countries are abiding by our security requirements and they want to be partners and allies of the United States, we should allow them into the American tech ecosystem. Because otherwise, we're just creating a Huawei Belt and Road.

• 27:21Speaker 00

  Maybe one important thing. We got approval last year, and this is a really, really important case study for you. When we looked at our business model, actually, the number we use is exactly 4.4 billion.

• 27:34David Sacks?

  4.4, sure.

• 27:36Speaker 00

  We could reach within the tolerance of fiber latency that infringing would become really still ultra-responsive. We got approval after a few months on a startup in the US. And this is a classic example. I mean, you could really validate what I'm going to tell you now. We supported this US startup. Look at where they are now today and what their valuation post-engagement with us. So we picked at that time for infringing Grok because I thought it was really an interesting startup that could help us democratize the cost of infringing. Out of the data center that we have deployed this in, we have about 19,000 of their chips deployed.

• 28:20Speaker 00

  Overnight, 130 countries are using now this inferencing cluster. 5% of the traffic from Saudi, the rest is from abroad. Why? Because we're able to offer differentiated inferencing costs and we offer it to the world. Now, keep in mind, what we also did for security guarantees, we said, "Grok Cloud, you manage this." So now I don't have to worry about KYC requirement. You follow US rules. All what I care about is I have revenue that I participate in and it was really a win-win for both of us. And I hope we'll repeat the same thing with the deployment that we're doing with Nvidia and AMD and then something really, really exciting that we're going to do with Qualcomm on the edge as well. Thank you so much for joining us and I'll see you at Mamanori.

• 29:05Speaker 00

  Thank you very much. Thank you. Appreciate it. Thank you. Thank you. Thank you very much. Thank you. I got a great swarm of place for us when we're in town.