20VC:AI泡沫破裂风险、信贷市场信号与Neoclouds生存法则
The AI Bubble WILL Burst | Should we be fearful of Chinese Open-Source | Jerry Murdock
If there is a dislocation, no one is better prepared to survive it than hyperscalers. Let's take Neoclouds. I think at least half of them go away within 36 months. Jerry Murdoch joining me in the hot seat stage. He's the founder of Insight. They've managed over 90 billion. Jerry has seen pretty much every technology cycle of the last 25 years. He's invested in some of the biggest companies across those 25 years. And today we debunk whether we are in a bubble or not.
如果发生错位,没有人比超大规模云服务商准备得更充分以应对它。让我们看看新云服务商(Neoclouds)。我认为其中至少有一半会在36个月内消失。杰里·默多克(Jerry Murdoch)与我一同坐在主访谈席。他是Insight的创始人。他们管理着超过900亿美元的资金。杰里在过去25年里见证了几乎所有技术周期。在这25年间,他投资了一些最大的公司。今天我们将探讨我们是否处于泡沫之中。
Whether China will beat the frontier models, whether we are about to have the greatest cyber security threats of our lifetime. This and so much more.
中国是否会超越前沿模型,我们是否即将面临有生以来最严重的网络安全威胁。以及更多其他内容。
Fireworks is making a lot more money than base 10. The more you customize the model, the more the token changes its value.
Fireworks的收入远高于Base 10。你定制模型的程度越高,Token的价值变化就越大。
Ready to go. Do you know what? I love my I think I genuinely have the best job in the world because I get to sit down with people like you and I'm dumb as rocks, but I get to ask questions that normally I wouldn't be able to ask and I get to learn from the greatest minds. So, thank you so much for joining me for a second time, Jerry.
准备好了。你知道吗?我非常喜欢我的工作,我想我确实拥有世界上最好的工作,因为我可以坐下来与像你这样的人交流。虽然我笨得像块石头,但我能提出通常无法提出的问题,并从最伟大的人才那里学习。所以,非常感谢你第二次加入我的节目,杰里。
I'm happy to be here. Now I want to touch first on something that you said to me before which was you said if the Iran war continues to fester then you expect to see a correction and depending on the depth of the correction the AI bubble will burst between October the 26th and March 27. Um can you help me understand your thinking here? If you look at what happened 2001, the end of the dotcoms, the innovations stopped for a while and then new innovations came in the LAMP stack which led led to rolled out of of websites.
我很高兴来到这里。首先我想谈谈你之前对我说过的一件事,你说如果伊朗战争持续恶化,你预计会出现市场回调,并且根据回调的深度,AI泡沫将在10月26日至次年3月27日之间破裂。嗯,你能帮我理解你的思路吗?如果你回顾2001年互联网泡沫破灭的情况,创新曾一度停滞,随后新的创新出现了,即LAMP堆栈,这推动了网站的普及。
Google started taking off. 2008 cloud computing very slow to take off and this is because there was you know this the financial disruptions slow things down. The stream of commerce gets disrupted and right now with AI debt is a huge part of this. It's so unique compared to previous cycles. So much debt all the hyperscalers have taken on much more debt than they ever have before. And the challenge becomes can will these guys get disrupted if the credit markets have a disruption which would be certainly what would happen if we had a problem in the overall capital markets.
Google开始起飞。2008年云计算起步非常缓慢,这是因为金融动荡拖慢了进程。商业流受到干扰,而目前AI债务是其中的很大一部分。这与以往的周期相比非常独特。超大规模云服务商承担了前所未有的巨额债务。挑战在于,如果信贷市场出现中断——如果我们整体资本市场出现问题,这肯定会发生——这些公司是否会受到冲击。
The concern for you here is that we'll have a credit market disruption caused by the global conflict which will then impact the ability for these hyperscalers to borrow cheaply.
你在此处的担忧是,全球冲突将导致信贷市场中断,进而影响这些超大规模云服务商低成本借贷的能力。
Well, that's one potential disruption. I see several that could occur. And I think if it's going to happen, it's going to happen if this Iran war, we can't have it just continue. And I the reason I say this right now is of complacency. We've got tremendous red lights that have been going on for a year or more on the credit markets. And there's just complacency. It's like, ah, we're fine. And I don't think people are accounting for risk.
嗯,那是一种潜在的颠覆。我认为会出现几种情况。而且我觉得如果它要发生,那就必须发生在伊朗战争上,我们不能让它继续下去。我现在说这个的原因是因为自满情绪。信贷市场已经亮起了巨大的红灯,持续了一年多。但人们却自满起来,心想:啊,我们没事。而我认为人们并没有考虑到风险。
I mean, if you think about it, um, those guys that are in the private debt market, the the spreads are too narrow between real risk and and and not so much risk, and they're not really accounting for that. And so, I'm concerned about that as one sector. But there's multiple because this AI revolution is incredibly complex with massive amounts of dollars being spent on it globally. What are the signs to you that we're seeing a cracking in the credit markets?
我的意思是,如果你仔细想想,那些在私人债务市场中的人,实际风险与低风险之间的利差太窄了,他们并没有真正考虑到这一点。因此,我对这一领域感到担忧。但由于这场人工智能革命极其复杂,全球投入了巨额资金,所以存在多个问题。在你看来,信贷市场出现裂痕的迹象是什么?
Well, complacency is the first thing you look at. When it happened in 2008, 2010, there was a handful of people, which there's always been documentaries about these guys that made money on shorting the housing market. Um, but everybody else in the world had no idea what was really happening. It was complacency complete, you know, and what you had was, you know, really ugly situation where the people that were supposed to be keeping an eye on things which were the credit rating agencies and the credit risk departments of the big banks were asleep at the wheel and this terrible thing happened and there was enforcing this risk. people didn't recognize because historically there had never been a huge default problem with mortgages and that was the kind of thinking that was there and they didn't realize that the underlying problems associated with credit.
嗯,首先要看的就是自满情绪。当2008年和2010年危机发生时,只有少数人从中获利,关于这些人通过做空房地产市场赚钱的纪录片一直都有。但世界上其他人都不知道真正发生了什么。完全就是自满,你知道的,实际情况非常糟糕,那些本应监督局势的人——信用评级机构和大型银行的风险管理部门——却在玩忽职守,导致了这场可怕的灾难,并且没有人去执行风险控制。人们没有意识到这一点,因为历史上抵押贷款从未出现过大规模的违约问题,这种思维定势就在那里,他们没有意识到与信贷相关的根本问题。
I see the same thing today in that in the credit markets there's many opportunities for there to be problems. In the late 90s you had long-term credit blow up. We just had Liupole blow up because he wasn't accounting for, you know, uh the leverage that he put on his fund. Um I still see that there's these little warning signs that the complacency is is is is the biggest issue. Um in Japan, another problem, right? So this is the second time the US has bailed out the yen.
我在今天的信贷市场中看到了同样的情况,那里有很多可能出现问题的机会。在90年代末,长期资本管理公司(Long-Term Capital Management)崩盘了。我们最近又看到Lipole崩盘,因为他没有考虑到他给基金加的杠杆。我仍然看到这些小小的警告信号,表明最大的问题是自满情绪。在日本,还有另一个问题,对吧?这是美国第二次救助日元。
Um and why are they bailing out Japan? That's because Japan holds a trillion dollars in in treasuries. And if they have to unwind that, if they sell 100 billion worth of treasuries, the market could absorb it. But if they sold 300 billion worth of treasuries, a third in order to to be able to buy dollars to to support the yen, we would have a real problem on our hands immediately. Immediate global problem. So you you just see like I I do a lot of backcountry skiing and you recognize the avalanche conditions when they're worse or they're better and you recognize things can be just easily tipped over.
嗯,他们为什么要救助日本?这是因为日本持有数万亿美元的国债。如果他们必须清算这些资产,卖出1000亿美元的国债,市场或许还能吸收。但如果他们卖出3000亿美元的国债,即三分之一,以便购买美元来支撑日元,我们立刻就会面临严重的问题。这是一个迫在眉睫的全球性问题。所以,你看,就像我本人经常进行野外滑雪一样,你能识别雪崩条件是恶化还是好转,并且意识到局势很容易就会失控。
And so the war in Iran if it gets really ugly, which it hasn't yet if it if things collapse and inflation comes back, these are disruptors. all of multiple different opportunities for disruption all based on the war. Can I ask you though when we look at prior credit market cycles like you mentioned there was the challenge not the underlying assets were were of poor quality when we look at the hyperscalers today yes Facebook is having a bond issuance that's priced higher than expected but but Meta's core business is throwing off hundreds of billions of cash flow they don't need to borrow really they could do it off balance sheet it's an optimization game the assets are good
因此,如果伊朗战争变得非常糟糕——虽然目前尚未如此——如果局势崩溃且通胀重现,这些都是破坏性因素。所有基于战争的多种不同机会都可能引发动荡。不过我想问您,当我们回顾之前的信贷市场周期时,如您所提,当时的挑战并非底层资产质量差;但当我们审视今天的高管云(hyperscalers)时,情况如何?是的,Facebook 正在发行债券,其定价高于预期,但 Meta 的核心业务能产生数千亿美元的自由现金流,他们其实并不需要借款,完全可以在资产负债表外操作,这更像是一场优化游戏,其资产是优质的。
I think you just saw that the free cash flow is the lowest it's ever been in the history of a company. Number one. Number two, you know, back in the dotcom bubble, there was a lot of fiber that got laid in the ground and that fiber was always valuable, but the companies that laid the fi fiber and stuff, they all went bankrupt. So, you know, when you're really heavily dependent on debt and there's a dislocation, the underlying value of the asset declines.
我认为你刚刚看到,自由现金流处于公司历史上的最低水平。第一点。第二点,你知道,在 dotcom 泡沫时期,地下铺设了大量的光纤,这些光纤始终具有价值,但铺设这些光纤及相关设施的公司全都破产了。所以,当你极度依赖债务且发生错位时,资产的内在价值就会下降。
It may not decline forever, but it declines pretty sharply in a very short period of time and that's when you have margin calls. That's the way it goes.
它可能不会永远下跌,但在很短的时间内会急剧下跌,这时就会出现追加保证金通知(margin calls)。事情就是这样发展的。
What should they do from here? They should not take out such levels of debt. Like how do you expect this to play out?
他们接下来该怎么办?他们不应该承担如此高额的债务。你是怎么预期这会演变的?
I mean look I mean what people are making decisions on the risk that they see to their business if there is a dislocation no one is better prepared to survive it than hyperscalers. I mean, all the hyperscalers have enough ongoing business and they've been very consistent. That's why they're worth what they're worth. The Magnificent 7 is there because they've been doing this for a long time. And so, they know that they could absorb this.
我的意思是,看看人们是基于他们看到的业务风险来做决策的。如果发生错位,没有人比高管云企业更有准备去生存下来。我的意思是,所有高管云企业都有足够的持续业务,而且表现非常稳定。这就是它们值这个价的原因。“科技七巨头”之所以存在,是因为它们已经这样做了很长时间。所以,它们知道自己能够承受这种冲击。
And if it happens, it'll be good for them because everybody else gets wiped out and then assets are become cheaper for them to acquire and they're in still in good shape. The demand for AI compute is not going to change. That's not going to go away. The issue is the ability to fund it in the short term. Let's take NeoClouds. Neoclouds right now, there's a whole bunch of them. I think at least half of them go away within 36 months, but that and if there's an an economic disruption, a lot of them go away right away.
如果这种情况发生,对他们来说反而是好事,因为其他竞争对手会被淘汰出局,资产变得更为便宜,便于他们收购,而他们自身依然状况良好。对 AI 算力的需求不会改变,也不会消失。问题在于短期内的资金筹措能力。以 NeoClouds 为例,目前市面上有大量的 NeoClouds。我认为其中至少有一半会在 36 个月内消失;而如果发生经济动荡,它们中的许多会立刻退出市场。
Can you help me understand that? I I can't pass that over. What will separate the Neoclouds that go away and become valueless versus those that retain value and become even more valuable?
你能帮我理解这一点吗?我无法跳过这个问题。是什么因素将导致某些 NeoClouds 消失并变得毫无价值,而另一些则保留价值甚至变得更加有价值?
That same a question around which which head funds are going to go away and which ones aren't. If you looked at at at Leopold's returns, you think he's never going to go and he's probably go
这与关于哪些对冲基金将会消失、哪些不会的问题是一样的。如果你查看 Leopold 的回报率,你会觉得他永远不会倒下,而他可能已经……
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