The Ledger
Every statement that passed quotation and attribution checks. Mix any filter with any other: certainty 1/5, debate potential 5/5, or both at once.
why aren't all 28 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 5 checkable ones are still open, waiting for their date. predictions held up or didn't; assertions are supported or contradicted. on every card: ▮▮▮▮▮ certainty · ▮▮▮▮▮ debate potential. speakers are clickable
Cahn: Any AI bubble unwind will hit household stock portfolios, not banks
“What I think is going to be interesting if to the extent that the bubble unwinds at some point, it's going to be an equity unwind. And what that looks like is 40% of the S&P 500 is basically a bet on AI. And so to the extent that the bet unwinds, stock prices …”
Cahn: AI startups will win by hiring 23-to-25-year-old AI generalists
“I think that the new playbook for these AI startups is actually going to be much more about hire the AI generalist, this 23, 24, 25 year old who's really native in AI, really passionate about it, and I think those are the sort of the front lines that are going…”
Cahn: AGI Is Decades Away and Not Happening Anytime Soon
“It's like, we're probably gonna be fine. AI is probably gonna change our lives and make it better. It's gonna improve productivity. Maybe AGI is gonna happen when you and I are like, 90, but I don't think AGI is happening like tomorrow.”
Cahn: ChatGPT Is Now a $3.4 Billion Revenue Business
“Definitely OpenAI. I mean, OpenAI has a brand, it has consumer distribution, it has product market fit with ChatGBT, which is a 3.4 billion dollar revenue business now. I think ChatGBT will definitely be around. Yeah, I think a bunch of the others will too for…”
David Cahn: AI industry is at the start of data center construction delays
“One of the predictions I made last year, in addition to saying it was going to be the year of the data center in 20, 25, I said, Hey, we're going to have these construction delays. We're going to have issues now in building out these data centers. And the info…”
Cahn: Competitive pressures will force all AI model providers to vertically integrate
“I think that competitive pressures will push all of the model providers to spend more time on this and to have teams focused on this. So I think the answer is yes. I do think that this is a trend that is going to be durable.”
Cahn: Compute-consuming AI products will outperform compute producers long-term
“So I think if you're a producer of compute, you're fundamentally in a commodity business, just like an oil company is in a commodity business, and that is going to trade a different way, and that is going to have more cyclicality than if you're in a non-commod…”
Cahn: Big Tech AI spending will not stop without incentive changes
“And so I think until the incentives change, the behavior is not going to change. And so there is no coordinating mechanism.”
Cahn: Few concentrated defense tech winners will emerge per country
“And I guess my framework, and this is the thesis that I've been investing behind now for the last couple of years is my framework is there are going to be fewer companies that succeed in defense for this reason. Defense is consolidated for good reason. There's…”
Cahn: People will talk to and form relationships with AI within 10 years
“I think the idea that we're going to be sitting here in 10 years talking to our AI, having a relationship with our AI, I think that's very likely, and I think it's a little bit sci-fi right now and I think it's going to get less so in the coming years.”
Cahn: No AI Lab Will Train Frontier Models in the Same Data Center Twice
“No one's ever going to train a frontier model on the same data center twice, because by the time you've trained it, the GPUs will be outdated, and the data center will be too small.”
Cahn: AI Capital Expenditures Over Next 24 Months May Be Hard to Repay
“Believing in AI and believing that infinite capex in the next two years, those are very different concepts. You can believe in AI, but also believe that the amount of capex in the next 24 months may be difficult to pay back.”
Cahn: Big Tech AI Spending Is Speculative, Not a Guarantee of Revenue
“The wrong takeaway is, oh, Google knows something we don't know, and therefore is making this investment, and therefore hundreds of billions of dollars of AI revenue are guaranteed in the next two years. That's the extrapolation I think people were making that…”
Cahn: AI Features Will Not Create Pricing Power for Weak Software Businesses
“If you had pricing power before AI, you'll have pricing power after AI. If you didn't have pricing power before AI, you probably won't have pricing power after AI.”
Cahn: Separate Data Center and AI Model Teams Will Fail as Models Scale
“I think the vertical integration piece is gonna matter in the sense of you can't have a separate team running the data center and a separate team building the model. That is just not gonna work as these models get bigger and bigger. You need to deeply couple t…”
Cahn: Factory Construction Rates Will Reach All-Time Highs Within 12 Months
“I think in 12 months you'll see all these charts coming out of, like, more factories are getting built than ever before, and all this stuff. The industrial revolution is just getting started.”
Cahn: Tech Giants Will Increasingly Use Off-Balance-Sheet AI Financing
“And so I think one thing that we're going to see more of is off balance sheet financing.”
Cahn: AI will disrupt at least 5% of global GDP ($9T+)
“I actually agree with him fundamentally that AI is going to affect five percent of GDP. Probably where I disagree with Massa, so I think he used the nine trillion dollars. I think that's the number he used. It's going to Disrupt nine trillion of GDP. And then …”
Cahn: Low-barrier AI sectors will see margins bid down to zero
“There will be some sectors where you're right, things get commoditized, and they just basically get bid down to zero percent gross margin.”
Cahn: AI will cause gradual energy grid expansion, not an acute crisis
“And so I don't know that it's going to be this like loud crisis that people anticipate. I think it's going to be a slow track for more renewable energy, more power on the grid. And we're just going to, we're going to plot our way there.”
David Cahn predicts China will catch up in AI development
“I think that China is going to catch up.”
Cahn: Sequoia Targets Only One or Two AI Investments Per Year
“I don't need to find 10 investment opportunities this year. I'd like to find one or two investment opportunities a year that I really love.”
Cahn: Sequoia will only invest in defense startups every couple years
“I mean, my objective, I probably invested in a dozen AI companies in my career. I hope to invest in 20 more. My objective is not to invest in 20 more defense companies throughout my career. I think it's going to be a very small handful of companies. Maybe we'l…”
Cahn: Tech Giants Will Avoid Full Acquisitions of Major AI Labs
“I think that will probably sustain because it's not really possible to acquire these businesses. Now you can acquire the smaller ones, and we've seen that with Inflection and Adept, you can acquire some of the teams, but it's going to be much more difficult to…”
Cahn: Nvidia will continue to surprise positively on chip performance
“The price to performance ratio continues to improve. I don't see that stopping. NVIDIA is a fantastic company. They've, Have a track record of innovating. They have a track record of new products. You better believe Jensen's driving his team super hard on what…”
Cahn: CyrusOne and QTS will produce massive returns for KKR and Blackstone
“KKR owns Cyrus one, Blackstone owns QTS, fantastic investments. There's gonna be huge money-making investments for those firms.”
David Cahn: AI Data Center Debt Yield Spreads Will Compress
“So I think prices will get bit like the spread between the risk-free You know, return and the sort of risk adjusted return will compress, which just means that it's going to be less of a good deal as more people do it.”
David Cahn: Expect More Deals Like Blackstone's CoreWeave Debt Financing
“And so you know, Blackstone did this core weave deal. They were one of the first and Blackstone are generally very good at structuring these type of creative deals. Good on them. And I think we'll see more of that type of deals going forward.”