Latest / In the Loop AI / The Memory Selloff: Record Profits, Collapsing Stocks
Transcript
- 0:00Josh: The U.S. stock market just lost more money than we did in the 2008 financial
- 0:04Josh: crisis over a matter of seemingly a couple of days. It's been the worst memory
- 0:09Josh: crisis, the worst stock market crash in quite some time because the numbers have gotten so high.
- 0:14Josh: Memory has run up to astronomical levels. But what's interesting here is this
- 0:18Josh: is backed up against some counterfactual evidence.
- 0:20Josh: SK Hynix, that Korean company that could seemingly do absolutely no wrong,
- 0:24Josh: they recorded more profit than they did revenue this last quarter.
- 0:28Josh: So the numbers are great, but the stock market is saying, wait a second,
- 0:32Josh: something's not right here.
- 0:33Josh: So we have some insight. In this episode, we're going to unpack this,
- 0:35Josh: why the market is reacting the way it is, and evaluating whether or not it's
- 0:39Josh: right or if it's a pretty serious overreaction.
- 0:42Josh: I'm currently sitting in the middle of a hotel, in the middle of nowhere,
- 0:45Josh: on some spotty Wi-Fi, trying to get this episode out to you guys.
- 0:48Josh: Because, I mean, this is an incredibly important topic. This feels very timely
- 0:51Josh: and important to navigate. So, Ejaz, let's unbundle what's happening here in
- 0:55Josh: the market. I mean, worse than 2008 is crazy.
- 0:58Ejaaz: Yes. So I'm seeing a lot of commentary in the markets right now,
- 1:00Ejaaz: which is the AI bubble is finally popping. It's unwinding. It's been happening for four weeks.
- 1:06Ejaaz: The Korean stock index itself is down over 30%, which is just the largest drawdown they've ever had.
- 1:12Ejaaz: And so I want to explain what the damage is. And then let's get into whether
- 1:16Ejaaz: this is right or wrong, because I honestly have some pretty strong opinions
- 1:19Ejaaz: as to why this is completely wrong and why it's like one of the bigger opportunities right now.
- 1:22Ejaaz: So what is the damage? What you're seeing on the screen right now is the Korean
- 1:27Ejaaz: stock market. And the reason why I'm showing you the Korean stock market versus
- 1:29Ejaaz: the American stock market is because they're influencing each other quite a bit.
- 1:33Ejaaz: Now, Korea has three of the biggest, or rather two of the biggest memory manufacturers,
- 1:38Ejaaz: SK Hynix, which is the number one, and Samsung.
- 1:41Ejaaz: And they provide pretty much all the memory that is required for the GPU makers,
- 1:45Ejaaz: the CPU makers, or whatever type of AI infrastructure you can dream of.
- 1:48Ejaaz: So it's a very essential component.
- 1:50Ejaaz: Now, the issue is, it's down 32%, and that is because there's a lot of memory
- 1:55Ejaaz: providers that have been dumping completely. So if I pull up SK Hynix right
- 1:59Ejaaz: over here, over the last month, it's down almost 25%.
- 2:04Ejaaz: If I pull up SanDisk, right? SanDisk Corporation creates a different type of memory for AI.
- 2:08Ejaaz: They're down 50%. This is the darling stock, by the way, which was up like-
- 2:13Ejaaz: This is trending like a meme coin, man. Yeah, I know.
- 2:15Ejaaz: But it also pumped like a meme coin.
- 2:18Ejaaz: I think it was up like something ridiculous, like 4,000%.
- 2:21Josh: And even though- Well, can we look at the year chart?
- 2:23Ejaaz: Yes, let's look at the year chart.
- 2:24Josh: Just to see what that- Yeah.
- 2:26Ejaaz: The year chart is still up 2,200%. So even though it's down 50%, it's still up 2,200%.
- 2:33Josh: Oh, this is so unbelievable.
- 2:34Ejaaz: And so the question on everyone's mind is, why are these stocks,
- 2:40Ejaaz: specifically AI stocks, specifically memory stocks, dumping
- 2:44Ejaaz: on the back of some amazing news, which is these companies are still pulling
- 2:48Ejaaz: in more revenue, more profit, as you mentioned earlier, than they've ever done in a single quarter.
- 2:53Ejaaz: SK Hynix released their quarterly earnings literally yesterday.
- 2:57Ejaaz: I was reading it last night before in preparation for this episode.
- 3:00Ejaaz: And Josh, to your point, Their revenue increased by 354%, but their profit margins increased by 555%.
- 3:07Ejaaz: They made more money in this quarter than they did in the entirety of 2025,
- 3:12Ejaaz: last year. So the question on everyone's mind is,
- 3:15Ejaaz: Do these stock price movements make sense at all?
- 3:19Josh: The thing that like, well, first of all, the answer is no, because I read through
- 3:22Josh: this earnings report too, and I was immediately confused because how on earth
- 3:26Josh: do you have more net profit than revenue?
- 3:28Josh: It's 118% net margins. It's like unbelievable profit margins.
- 3:32Josh: It's an incredible business. It seems like it's doing remarkably well.
- 3:36Josh: And yet the market seems to just be kind of done with this.
- 3:39Josh: It's like the Toy Story meme where they just kind of throw the toy out like,
- 3:42Josh: I'm done with this toy. But the numbers don't make any sense at all.
- 3:46Ejaaz: Can I tell you why?
- 3:47Josh: Yeah, please. Like, I'm trying to understand. I'm reading through these notes
- 3:51Josh: here. I'm like, okay, what's wrong here?
- 3:53Ejaaz: Okay, so there's two reasons why I think SK Hynix or memory stocks,
- 3:57Ejaaz: AI stocks in general, are dumping.
- 3:58Ejaaz: Number one, analysts at these different firms on Wall Street or wherever set
- 4:04Ejaaz: targets, right? So expected revenue growth for a lot of these companies.
- 4:08Ejaaz: Now, SK Hynix technically missed their revenue target by around $1.7 billion.
- 4:14Ejaaz: You're seeing this on the screen right now.
- 4:16Ejaaz: What I would like to draw your attention to, Josh, is this. You see that?
- 4:20Ejaaz: That is 250% of revenue growth from the previous year.
- 4:25Ejaaz: And that is almost 600% in operating profit from the previous year.
- 4:30Ejaaz: So whilst they may have missed some random analysts' projections,
- 4:35Ejaaz: They've still excelled and compounded at a much more rapid rate than any other
- 4:39Ejaaz: company in the world. It is extremely impressive. These things are printing money.
- 4:43Ejaaz: But the question should then be, why were the analysts even predicting this
- 4:47Ejaaz: target in the first place, right?
- 4:49Ejaaz: And I'll give you an answer for this. SK Hynix specializes in this thing called
- 4:54Ejaaz: HBM, high bandwidth memory. We've spoken about this a lot on the show, right, Josh?
- 4:58Ejaaz: Now, they are the number one provider of HBM. They only dedicate their chip
- 5:03Ejaaz: fab capacity to create HBM.
- 5:06Ejaaz: Now, if you look at the other competitors, Samsung, Micron, they do HBM,
- 5:10Ejaaz: obviously, but they also do some other cheaper memory for like your mobile phone
- 5:14Ejaaz: or for your computer. It's called DRAM, and you're basically able to use that
- 5:18Ejaaz: for other different types of gadgets.
- 5:20Ejaaz: Now, because SK Hynix is so focused on HBM, they have run out of supply,
- 5:26Ejaaz: so they can't possibly sell anymore.
- 5:28Ejaaz: So they're selling off on the best news ever, which is they've sold out all
- 5:32Ejaaz: their entire supply for this quarter.
- 5:34Ejaaz: And so they have to move on to the next quarter's supply in order to get higher profit margins.
- 5:39Ejaaz: Now, if you look at Samsung, if you look at Micron, they have dumped,
- 5:42Ejaaz: but they have dumped less because they're selling more DRAM.
- 5:45Ejaaz: Have they made as much money as SK Hanex? No, because HBM is priced higher, uses more wafers.
- 5:51Ejaaz: So the whole thing basically is ridiculous.
- 5:54Ejaaz: SK Hynix has created a really good product. They have sold all of the product
- 5:57Ejaaz: that they could potentially make in that single quarter.
- 6:00Ejaaz: And because they've done that, they have now not been able to reach a specific
- 6:04Ejaaz: target that this random Wall Street analyst has set for them because they've
- 6:08Ejaaz: dedicated all their chip capacity to the specific thing.
- 6:10Ejaaz: So let me know if that makes sense. But basically, it's crazy.
- 6:13Josh: If I had to summarize it probably in three points, it's like,
- 6:15Josh: okay, the first one is the stock market rating, like a lot of the analyst ratings,
- 6:20Josh: where basically you could,
- 6:22Josh: you could think of it like if you if you give your kid a hundred dollars for
- 6:25Josh: straight a's and they bring home like
- 6:27Josh: four a's and then an a minus and everyone like freaks out because they're like
- 6:31Josh: oh my god no this isn't what you promised yes that's the first thing the second thing is the
- 6:35Josh: record earning surprises like basically like you mentioned they've fully sold
- 6:40Josh: out of their inventory for 2026 yes there is no more capability for them to sell more by the way,
- 6:45Josh: And 27, there's no ability for them to sell more or sell it at a higher margin
- 6:49Josh: because it's already pre-sold. So therefore, you eliminate a lot of the upside surprises.
- 6:54Josh: And there really is only downside surprises possible in the case one of these
- 6:57Josh: deals don't work out how they expect or things fall through.
- 7:00Josh: So the upside is kind of capped in terms of surprises. Downside is not.
- 7:02Josh: And the third is there is this two times leverage ETF that started trading just
- 7:07Josh: a couple weeks ago, July 13th. So I mean, of course, being a Korean market,
- 7:11Josh: a lot of people, it's funny, like there's this thing.
- 7:15Josh: It's kind of known with the Korean stock market, where they are the most aggressive
- 7:19Josh: gamblers per se. They like to take on the most risk.
- 7:21Josh: And this two-time leverage fund, I'm sure, fed right into that.
- 7:24Josh: So there was a lot of leverage baked into the price of these stocks.
- 7:27Josh: And any sort of sell-off event creates this cascading liquidation event.
- 7:32Josh: And I'm sure we saw a lot of that as well with a 2x leverage stock.
- 7:36Josh: So the convergence of those three things...
- 7:37Ejaaz: Actually, on that, Josh, there's some news from Chucan I saw this morning that
- 7:41Ejaaz: JP Morgan... So you mentioned the leveraged ETFs and you're right.
- 7:44Ejaaz: Like this has led to a lot of the dump because there's people like couldn't
- 7:47Ejaaz: afford the stocks that they were buying. They were too leveraged up.
- 7:49Ejaaz: And JP Morgan this morning reported that the leveraged ETF drawdown,
- 7:53Ejaaz: the liquidation specifically is about 90% complete.
- 7:57Ejaaz: So if you wanted to kind of like extrapolate, you'd probably see this bottoming sometime soon.
- 8:02Ejaaz: So like this drawdown can't go on forever and we're probably nearish a point
- 8:07Ejaaz: where it's gonna reach its bottom before like everything starts to like settle
- 8:11Ejaaz: and maybe kind of like recoup.
- 8:13Josh: Yeah, well, it seems like, I mean, we had this earlier in the year where there
- 8:15Josh: was that big sell-off. I remember Bill Ackman famously saying like,
- 8:18Josh: hey, this is oversold. The market is wrong.
- 8:21Josh: You're overreacting. We are probably getting close to something like that now.
- 8:25Josh: Again, not financial advice, who the hell knows?
- 8:27Josh: But there are some signs that things are shifting.
- 8:30Josh: And I want to shift our attention to China now to talk about what's shifting
- 8:35Josh: over there because there is some, you could say that China played a fairly large
- 8:38Josh: role in this and will continue to play a fairly large role going forward,
- 8:42Josh: what you'll notice is that we're not really talking much about
- 8:45Josh: the united states stocks like this is very much an international this is a global
- 8:49Josh: marketplace now because everyone is so interdependent on these supply chains
- 8:53Josh: and china has a very big one with memory and there's a company i'm going to
- 8:57Josh: try to pronounce this right shangjin
- 8:59Josh: memory technologies yes cxmt is a ticker basically.
- 9:02Josh: And they had themselves a public ipo a public debut in which they traded up,
- 9:07Josh: 466 percent in one day which is instantly the most valuable china listed company
- 9:14Josh: ever, which is more than Alibaba or Tencent.
- 9:16Josh: And they raised about $9 billion.
- 9:18Josh: So you're thinking, who on earth is this company? I've never heard of CXMT.
- 9:23Josh: Well, they're the world's number four DRAM maker.
- 9:27Josh: Now you'll notice we normally talk about the top three DRAM makers.
- 9:30Josh: A new entrant has entered the category.
- 9:32Josh: And I have to ask, Ejaz, is this like a little concerning because there's more
- 9:36Josh: distribution of people who are able to make this memory?
- 9:39Josh: I mean, over the last four years, I believe. They've gone from a 1% market share
- 9:44Josh: to a nearly 10% market share. And it seems like that number is going up only.
- 9:48Josh: They have the backing of China behind them. You know the Chinese CCP is going
- 9:51Josh: to be really pushing for them to win.
- 9:53Josh: Is this playing a role into the memory problem as well? Yes.
- 9:57Ejaaz: And it's not as much of a problem as people make it out to be.
- 10:01Ejaaz: So let me actually ask you this question.
- 10:03Ejaaz: Of the non-Chinese memory makers, so SK Hynix, Samsung, Micron.
- 10:09Ejaaz: Who would you think is the biggest region that they're selling all their memory
- 10:13Ejaaz: to? Is it the West or is it China?
- 10:15Josh: I would assume it's the West because we have all of these GPUs.
- 10:19Ejaaz: You'd be right. It's overwhelmingly the West. And the issue there is there's
- 10:23Ejaaz: not enough supply to meet the West's demand, right?
- 10:25Ejaaz: So guess who is starved of memory?
- 10:29Ejaaz: It's China. China star.
- 10:30Josh: Oh, those open source guys, huh?
- 10:32Ejaaz: Yeah, those open source guys. So listen, they're not getting access to any of
- 10:35Ejaaz: the American chips. NVIDIA has a trade restriction. They can't sell them frontier chips.
- 10:40Ejaaz: And they don't get access to any of SK Hynix and Samsung's memory chips because
- 10:45Ejaaz: they're selling it to the West. Micron is obviously selling it to the West as well.
- 10:48Ejaaz: So they have to kind of do their own thing. That company is the number four
- 10:52Ejaaz: memory provider now, CXMT, because of course, Chinese AI labs like Moonshark
- 10:56Ejaaz: creating Kimi K3, GPU creating GLM.
- 10:59Ejaaz: They also need memory for their GPUs to train their own AI models.
- 11:02Ejaaz: So CXMT stepped up and basically IPO'd and went up 500% in a single day,
- 11:08Ejaaz: making them the most valuable company in China.
- 11:12Ejaaz: Their valuation, I think right now, is roughly around the price of Micron or
- 11:18Ejaaz: the market cap of Micron.
- 11:19Ejaaz: And they did that in like a single day, just like the craziest IPO ever.
- 11:23Ejaaz: Now, the reason, again, for why this is the case is we are starved of memory
- 11:28Ejaaz: in AI. It's just a very simple thesis.
- 11:31Ejaaz: You need memory to remember everything that you type and talk to Claude and ChatGPT about.
- 11:35Ejaaz: You need memory to keep your agents running 24-7. And that memory demand isn't
- 11:40Ejaaz: just a linear line. I'm trying to figure out what this looks like in the camera,
- 11:43Ejaaz: but it's not a linear line. It is a completely exponential line.
- 11:47Ejaaz: And if you look at the demand growth for any of these memory supplies.
- 11:50Ejaaz: It literally looks like this. And you know what else looks like this?
- 11:53Ejaaz: The profit margins and the revenue that we're seeing. So whether it misses targets
- 11:57Ejaaz: by like a billion dollars or not, it does not matter. So that's one thing.
- 12:01Ejaaz: But there's two other news items why China is causing stocks to crash, Josh. The other one,
- 12:07Ejaaz: Have you heard of this company called asml based in the netherlands
- 12:10Josh: Yeah might have heard that like singular company that the entire world is.
- 12:13Ejaaz: Built up yeah yeah do you remember they create these like 300 million dollar
- 12:17Ejaaz: machines which are used by tsmc yeah exactly euv extreme ultraviolet lithography and they use
- 12:24Josh: Where they shoot they shoot little pieces of of light at tin and then the tin
- 12:27Josh: turns into light that doesn't exist anywhere else on the planet that was a banger this crazy scientific.
- 12:32Ejaaz: Company yeah exactly that was a good episode by the way for the ogs who know we're referencing.
- 12:37Josh: Go listen to that one because ASML is a crazy company.
- 12:39Ejaaz: It's such an awesome company. Anyway, so this company, it's one of a kind.
- 12:43Ejaaz: It's based in the Netherlands. They create these $300 million machines.
- 12:47Ejaaz: And I think they pump out a couple hundred a year. They're so hard to make.
- 12:51Ejaaz: They have teams and teams of people trying to create these things.
- 12:54Ejaaz: It is incredibly difficult to do. And it's very secretive. They have not released
- 12:58Ejaaz: any blueprints such that it has been super hard to replicate this.
- 13:01Ejaaz: They've tried many times in the West. Elon Musk has tried.
- 13:04Ejaaz: You just haven't been able to do it. And it is pinnacle to have these machines
- 13:07Ejaaz: to create next generation AI chips. So NVIDIA, very close to ASML.
- 13:12Ejaaz: China, a company in China, announced, very surprisingly, that they've been able
- 13:17Ejaaz: to replicate a version of these $300 million machines.
- 13:21Ejaaz: It's called DUV. It's called Deep Ultraviolet. So, it's not quite extreme,
- 13:24Ejaaz: but it's Deep Ultraviolet. And I have to stress, it is a prototype machine.
- 13:29Ejaaz: This hasn't been scaled. And let me ask you this, Josh. How many of these machines
- 13:33Ejaaz: do you think they're creating for the rest of this year or in a year that they're
- 13:37Ejaaz: targeting for a year? dude
- 13:37Josh: Not many it's like low hundreds dude.
- 13:39Ejaaz: No it's five
- 13:41Josh: Five oh shit okay that's way less than.
- 13:43Ejaaz: I'm aiming for 10 so like oh god it's a nothing burger but the market saw this
- 13:49Ejaaz: news and were like oh crap china's about to flood the market with euv machines
- 13:54Ejaaz: the the cost of all these gpus is gonna go down we're gonna have so many more
- 13:57Ejaaz: gpus we should just dump nvidia we should dump amd we should dump all these
- 14:01Ejaaz: memory stocks it makes no sense it has a massive overreaction
- 14:04Josh: Yeah it seems like we have this baked in trauma. I mean, there's like the,
- 14:07Josh: the bear thesis is kind of like the solar panel idea where China famously,
- 14:12Josh: they subsidized and then flooded the market with solar panels,
- 14:15Josh: completely collapsing prices everywhere.
- 14:17Josh: And because China is able to manufacture things at scale, they're able to kind
- 14:21Josh: of compete at a margin that other companies cannot. And the Chinese government
- 14:25Josh: is willing to back these companies and subsidize those companies in order to
- 14:29Josh: destroy the demand in other marketplaces.
- 14:32Josh: It's how China has always won. They've used their manufacturing capability and
- 14:35Josh: that connection with the government to subsidize these things to reach low prices
- 14:39Josh: that other companies cannot compete with.
- 14:41Josh: This is not the case for solar. This is just not really true. And it's, it's like,
- 14:47Josh: solar is this static technology it is this commodified thing whereas memory
- 14:51Josh: is very dynamic there's many different types of dynamic memory there's many
- 14:55Josh: different ways of making it there's very
- 14:56Josh: many different like custom architectures for it and that's just not really how
- 15:00Josh: it works you can't build a memory company to subsidize the prices of
- 15:05Josh: and and lower the cost relative to all the others because one the demand is
- 15:08Josh: so high and two there's so many different types i mean dram is kind of like
- 15:12Josh: tap water that's kind of what they're going for hbm is that premium bottled
- 15:15Josh: stuff. That's like that blue glass bottle that you see all the time.
- 15:18Josh: They're totally different things.
- 15:19Josh: And yet the market is reacting to this news as if they are the same.
- 15:23Josh: And I think that disconnect is probably where we feel a little optimistic and
- 15:27Josh: feel like perhaps this is a little bit oversold.
- 15:30Josh: Now, maybe from here, we get into the kind of unbundling of this thing and talking
- 15:35Josh: about where the money is going, because it's not just leaving the system.
- 15:39Josh: It is kind of shifting places.
- 15:41Josh: There is this unbundling of the AI trade happening.
- 15:44Josh: Maybe we could shed some light onto So kind of where that's headed to now.
- 15:47Ejaaz: The relative way to think about where the money is going right now in AI is,
- 15:51Ejaaz: it's going from the hyperscalers. It's going from the top AI labs,
- 15:55Ejaaz: such as Anthropic, OpenAI, Google, Meta.
- 15:59Ejaaz: They're spending copious amounts of money. I think the figure for this year
- 16:03Ejaaz: is something crazy like, what was it, like $250 billion or something like this on AI CapEx alone.
- 16:10Josh: Unbelievable amount.
- 16:11Ejaaz: Well, Google just recently reported their quarterly earnings.
- 16:13Josh: I think it's more than that.
- 16:14Ejaaz: Yeah, I think it might be more than that. It feels low when I said it. But Google's
- 16:18Ejaaz: Quarterly earnings reported that they've, for the first time since they IPO'd,
- 16:21Ejaaz: so 21 years, I believe, they've gone negative cash flow, which means they're
- 16:26Ejaaz: spending more money than they are taking in. The balances have been depleted, right?
- 16:30Ejaaz: And the craziest part about this is they're doubling down even more because
- 16:34Ejaaz: they see the opportunity. Now, think about it. Google's doing this.
- 16:37Ejaaz: Amazon's doing this. Meta's doing this.
- 16:39Ejaaz: These guys aren't stupid people. Like, they will only be doing this if they
- 16:43Ejaaz: see that there's real revenue coming through.
- 16:45Ejaaz: Amazon CEO, Andy Jassy, famously said this in his previous quarter.
- 16:49Ejaaz: He said, we are investing all this money because we are literally getting revenue
- 16:53Ejaaz: back from it almost immediately or six-month delay. So it makes sense for us
- 16:57Ejaaz: to just keep compounding this, right?
- 16:58Ejaaz: So the money is going from these companies into these semiconductor companies.
- 17:03Ejaaz: And that's what we're seeing. That's why SK Hynix had a record quarter where
- 17:06Ejaaz: they made the most money that they ever had, more than they did in 2025.
- 17:09Ejaaz: So the unboggling is this free cash flow going from the hyperscalers to the
- 17:13Ejaaz: semiconductor companies. So if you wanted to look at a layer to potentially
- 17:16Ejaaz: consider investing in or being focused on, it still is, as boring as the answer
- 17:21Ejaaz: is, semiconductors in general.
- 17:23Ejaaz: The other thing that I think is playing into this, Josh, not to bring up China
- 17:26Ejaaz: again, but like we have to because they've been so relevant this week, is open source.
- 17:30Ejaaz: A big critique from people right now is, huh, if I have an open source model
- 17:34Ejaaz: that I can run at home and is cheaper to run, why on earth would I need to be
- 17:38Ejaaz: spending millions and millions of dollars a year on AI? Why do I need all these GPUs?
- 17:43Ejaaz: Well, that is fundamentally wrong. And Gavin Baker actually did a really good
- 17:47Ejaaz: job explaining this, where he basically said,
- 17:50Ejaaz: Number one, these models, these open source models aren't cheap to run at home.
- 17:55Ejaaz: If you look at Kimi K3, it costs like between 1.1 to 1.2 million dollars to
- 17:59Ejaaz: run effectively at scale.
- 18:01Ejaaz: So like it's not available to the average consumer.
- 18:03Josh: Not getting that on your home PC. Not at all.
- 18:05Ejaaz: Number two, and this is a really good point. He said the hyperscalers or the
- 18:08Ejaaz: cloud service providers like Google, like Microsoft, like Meta,
- 18:12Ejaaz: like Elon Musk's SpaceX now, which is lending compute to Anthropic at 1.2 billion dollars a month.
- 18:17Ejaaz: They locked in really cheap contracts. those contracts expire at the end of the year.
- 18:23Ejaaz: What do you think they're going to do after those contracts expire?
- 18:26Ejaaz: They're going to re-rate it like 2x. And he makes the point here that like the
- 18:30Ejaaz: spot prices for GPU rentals have not slowed down.
- 18:33Ejaaz: They're 2x higher than the contracted rates that they were at the start of their contracts.
- 18:36Ejaaz: So the point is, whether you have an old GPU, whether you have new GPUs,
- 18:39Ejaaz: whether NVIDIA releases Vero Rubin in abundance, these GPUs are in such over-demand
- 18:45Ejaaz: that the prices for these things still go up.
- 18:47Ejaaz: So every fundamental building block for this unbundling, Josh,
- 18:50Ejaaz: is just money going to semiconductor stocks and semiconductor companies.
- 18:54Ejaaz: And I don't see any other way out of it right now. That's what it looks like.
- 18:57Josh: Yeah. And as we talk about the GPUs, I mean, we just had that fun visual on
- 19:00Josh: screen here, which shows you the anatomy of these chips and how nearly 50% of
- 19:05Josh: the costs are associated with this high bandwidth memory and everything else takes up for 50%.
- 19:10Josh: So the most important object in the world right now is the GPU.
- 19:14Josh: The most critical component of the GPU, which accounts for about half of the cost, is this memory.
- 19:19Josh: So it's like, okay, well, we have a seemingly infinite demand for GPUs,
- 19:23Josh: therefore infinite demand for memory, therefore...
- 19:26Josh: Infinite demand for all of the supply of all of these companies like when they
- 19:29Josh: get re-rated it should go up,
- 19:32Josh: right like that math just seems like it checks out so that's it feels like a
- 19:35Josh: little confusing as to why this is happening again there's a lot of external
- 19:38Josh: factors there's a lot of kind of overreactions baked in but it seems like
- 19:42Josh: as we're just looking at this like kind of pragmatically all of these numbers
- 19:45Josh: are checking out also it's insane as i'm looking at this that
- 19:48Josh: nvidia sells these chips for forty thousand dollars at an 84 percent gross margin
- 19:53Josh: like oh my god good for you man good for you
- 19:55Josh: but there is this interesting like inverted capex thing happening where traditionally
- 20:00Josh: in technology for the last two three decades all of the funds have gone from the bottom up
- 20:06Josh: so it's been from the consumers from the enterprise paying into these huge margin
- 20:09Josh: companies like nvidia to raise their profit margins and for the first time we're
- 20:13Josh: having the reverse effect where all of the.
- 20:16Josh: Companies that have collected all this money over time like google are now spending
- 20:19Josh: it for the first time ever in its history faster than it has made it and the
- 20:23Josh: downstream effects of that seem to be pretty huge and i mean we have lisa sue she's here
- 20:29Josh: reading um yahoo finance actually who is just sharing the idea that ai adoption
- 20:34Josh: is faster than any of us thought and there is no end in sight at least from
- 20:38Josh: what we can see of where the demand for tokens is going to stop where the demand
- 20:42Josh: for all this compute is going to stop.
- 20:44Josh: And as of right now, there's still this like tremendous shortage.
- 20:47Josh: If anyone was producing more memory, I think it would just get eaten up right
- 20:50Josh: away. And I think that's kind of the conclusion of this episode,
- 20:52Josh: generally speaking, is that like, hey, there's no end to the demand curve in sight.
- 20:56Josh: And the more GPUs, the more memory, the more power we could apply to all this,
- 21:01Josh: the better off everyone's going to be and the more hungry everyone's going to
- 21:03Josh: be to generate more tokens. Yeah.
- 21:04Ejaaz: And just to be clear, a point that Lisa Sue makes in this clip that we're showing
- 21:09Ejaaz: on screen right now is it's not just general AI demand that is causing GPU prices
- 21:15Ejaaz: and memory stock prices or memory demand to accelerate.
- 21:18Ejaaz: It's also this thing called agentic AI. AI agents in general have exploded over
- 21:24Ejaaz: the last couple of months.
- 21:25Ejaaz: And guess what these AI agents need to be able to access tools,
- 21:28Ejaaz: to do these tools, to orchestrate all the tasks, to run 24-7.
- 21:31Ejaaz: You know, you see all these fun viral examples on Twitter where,
- 21:34Ejaaz: you know, you set and forget a prompt and you come back and like you have a
- 21:37Ejaaz: full triple A game like we saw this week with Cloud Opus 5, it all requires CPUs.
- 21:43Ejaaz: CPUs require a lot of memory. So the point is, as AI agents scale,
- 21:48Ejaaz: you're going to need more of these fundamental things.
- 21:51Josh: That's funny you should say that because speaking of agents,
- 21:53Josh: we have a sponsor for the show Ledger, which we have to shout out here because
- 21:57Josh: if you are building with AI agents, you're worried about security.
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- 22:17Josh: You could tell your agent, rebalance my wallet, ETH to 40%.
- 22:21Josh: Do it in the fewest swaps. It does the math, drafts the swaps,
- 22:24Josh: and stops. The transaction lands on your Ledger signer and nothing moves until you approve it.
- 22:28Josh: Agents propose, humans approve ledger signers enforce and i mean this is the
- 22:32Josh: best part obviously it works with cloud code codex cursor all the places that
- 22:35Josh: you are actively working um and it's open source ready today available on developers.ledger.com
- 22:41Josh: also linked in the description and thank you so much to ledger for supporting
- 22:44Josh: this episode now let's close this thing out you jazz we gotta let people know,
- 22:49Josh: what do you do with all this information now like okay we've given you kind
- 22:52Josh: of this like idea here's what's happening here's
- 22:54Josh: the market demands here is the sell-off that's happening we are in a currently
- 23:00Josh: in a spot that's worse than 2008 although it doesn't feel like it probably because
- 23:02Josh: we speed ran it and because everyone's already up so much,
- 23:05Josh: but like what do we do here? What do you do with this information?
- 23:09Ejaaz: Okay so here's my grounded take and you know that's Rich coming from the show
- 23:13Ejaaz: well we're quite optimistic but I'm going to try and be grounded.
- 23:16Ejaaz: The AI hype
- 23:19Ejaaz: Definitely drove markets to pretty insane valuations.
- 23:23Ejaaz: And I'm not denying that. But what I will say is the future of AI and the economic
- 23:31Ejaaz: value that it'll generate is just like the Wild West right now.
- 23:35Ejaaz: It is incredibly hard to predict and even conceive. There are many theories
- 23:39Ejaaz: out there, many skeptics out there.
- 23:41Ejaaz: So the bet you need to make if you're listening to this is, do you believe that
- 23:47Ejaaz: AI LLMs, Claude, ChatGPT, that AI agents, that GPUs are going to be in absurd demand going forward?
- 23:55Ejaaz: Do you think the demand for AI products, are you using AI more over the last
- 23:58Ejaaz: couple of months? Like, you know, answer that question.
- 24:00Ejaaz: If you believe that scales out, remember, it's only like something upset,
- 24:04Ejaaz: like 5% of the population that's even using AI LLMs beyond just a Google search.
- 24:08Ejaaz: If you believe that scales, then you believe and bet that these semiconductor
- 24:13Ejaaz: companies that are creating the fundamental materials.
- 24:16Ejaaz: You know, we showed this on our screen earlier to build these chips that are
- 24:20Ejaaz: required, whether you like it or not to run whatever types of AMLs,
- 24:23Ejaaz: whether it's open source or closed source, then you're betting that these companies
- 24:25Ejaaz: are going to be more in demand.
- 24:26Ejaaz: And you're betting that these profit margins and revenue is going to increasingly growth.
- 24:31Ejaaz: And guess what? Those are the fundamental drivers of whether a company's stock
- 24:34Ejaaz: prices is going to go up. And I think that the market is completely unjustified right now.
- 24:38Ejaaz: And I think we're going to look back on this in a year. I'm making my stake.
- 24:40Ejaaz: I'm making my claim. I'm making my prediction.
- 24:42Ejaaz: And we're going to think that these stock prices will add absurd valuations.
- 24:46Josh: Yeah, well, here's kind of how I think about it too, is like on a personal note,
- 24:49Josh: I'm more of an investor than a speculator.
- 24:52Josh: And that is why it's very easy to feel constantly optimistic.
- 24:56Josh: It's like, I very firmly believe in the idea that we are going to need a lot
- 25:00Josh: more tokens, a lot more compute, a lot more energy over a long period of time.
- 25:03Josh: How long it takes to get there is unknown, but that doesn't really matter.
- 25:07Josh: If you have a low time preference where it doesn't matter if this takes six
- 25:11Josh: months or six years or 60 years you just kind of directionally know where it's
- 25:15Josh: going to go then making these bets and dealing with the volatility makes things much easier,
- 25:18Josh: This directionally feels like a trading opportunity. This is people who are
- 25:22Josh: selling off their profit. This is people who are positioning themselves to make a short buck.
- 25:26Josh: That doesn't need to actually be the case if you believe in this long-term.
- 25:29Josh: And I think that's probably where we can wrap up this episode today.
- 25:31Josh: So with that, yeah, thank you all for watching. That's the state of memory.
- 25:36Josh: It was crazy sad to find out that we lost more money recently than 2008.
- 25:40Josh: And we don't feel like it because clearly we've been printing a lot more dollars
- 25:42Josh: and those numbers need to go up a lot higher to feel the same thing.
- 25:45Josh: But that is kind of where we stand. there is this discrepancy between memory
- 25:49Josh: stock prices and the actual demand for these items and yeah i think that's pretty
- 25:54Josh: much it so if you enjoyed the show please don't forget to share it with a friend
- 25:56Josh: who might also enjoy rate us
- 25:58Josh: on your favorite podcast player leave a comment if we are too optimistic or
- 26:02Josh: if we need to dial things back a little bit or
- 26:04Josh: or if you disagree in why and what stock you are investing in and choosing to
- 26:08Josh: gamble on um each has any closing thoughts while we wrap this up.
- 26:11Ejaaz: That is it thank you so much for listening and we will see you on the next one guys