Insight
Casado: Frontier AI Labs Could Outspend and Consume Application Layer Startups
“It literally becomes an issue of like raise capital, turn that directly into growth, use that to raise three times more. And if you can keep doing that, you literally can outspend any company that's built. Not any company. You can outspend the aggregate of com…”
Assertion Not checkable as stated
Casado: There is no compute supply overhang or 'dark GPUs'
“But we don't have a supply overhang. Like, there's no dark GPUs, right?”
Insight
Casado: AI breaks the mythical man-month by turning money directly into capability
“Another thing that is very different this time than in the history of computer science is, is in the past, if you raised money, then you basically had to wait for engineering to catch up, which famously doesn't scale. Like, the mythical man must take a very lo…”
Opinion
Casado: AI founder turnover is highest since the Traitorous Eight
“And so I think we're seeing more kind of founder movement, you know, as a fraction of founders than we've ever seen. I mean, maybe since, like, I don't know, the time of like Shockley and the Traitorous Eight or something like that way back in the beginning of…”
Opinion
Casado: Wave of AI acqui-hires is net positive for VCs
“We're actually seeing historic amount of M&A for basically aqua hires, right? That you like, you know, really good outcomes from a venture perspective that are effective aqua hires, right? So I would say it's probably net positive from the investment standpoin…”
Opinion
Casado: Traditional non-AI software is venture capital's most under-invested sector
“I actually think that we've taken our eye off the ball in a lot of like just traditional, you know, software companies... We've got this kind of mania on these strong growths, and so I would say that that's probably the most under-invested sector right now.”
Insight
Casado: Most hardware robotics startups inevitably become vertical sector companies
“When it comes to hardware most companies will end up verticalizing. Like, if you're
If you're investing in a robot company for an app, for agriculture, you're investing in an ag company, because that's the competition and that's the pricing and that's the sup…”
Insight
Casado: A $1B model training run economically justifies a custom ASIC
“No, no, no, a billion dollar training run, a one billion dollar training run, it makes sense to actually do a custom ASIC if you can do it in time. The question now is timeline. Not money. Cause just rough math. If it's a billion-dollar training run, then the …”
Assertion Not checkable as stated
Casado: Frontier Model Labs Are Gross Margin Negative Factoring Next-Gen Training
“If you look at the numbers of these companies, if you look at like the amount they're making and how much they spent training the last model, their gross margin positive, you're like, oh, that's really working. But if you look at like the current training that…”
Insight
Casado: Dedicated AI coding models fail since programming requires general intelligence
“And I think one of the conclusions is, is like there's no such thing as a coding model. You know, like, that's not a thing. Like, you're talking to another human being, and it's good at coding, but like, it's got to be good at everything.”
Opinion
Casado: Language is not the right primitive to describe the universe
“Language is not the right primitives to describe the universe, because it's not exact enough.”
Assertion Not checkable as stated
Casado: Cursor built a near-SOTA coding model at 1/100th the cost
“So the interesting thing about cursors, they actually for, you know, a small fraction of the cost, a 100th the cost or less, developed an almost soda model, which for a period of time was the most popular coding model in the world, right?”
Opinion
Casado: Codex is better than Opus 4.5 at solving hard coding bugs
“Listen, Codex, in my experience, is for sure better than Opus 4.5 for coding. Like, it finds the hardest bugs that I work in with, like, it's, you know, the smartest developers I don't work on it.”
Opinion
Casado: Public perception of tech gossip is furthest from truth ever
“I will say I've never seen The perception of the truth be further from the truth industry-wide ever. Like, I guarantee you for any of these gossipy things, I guarantee you it's way off. Way, way off.”
Insight
Casado: Large AI model deals blur traditional venture and growth investing
“Take like the character around, right? These tend to be like pre monetization, but the dollars are large enough that you need to have a larger fund and the analysis, you know, because you've got lots of users because this stuff has such high demand requires mo…”
Insight
Casado: AI venture rounds now routinely require complex strategic compute contracts
“Like in the past, if you did a series A or a series B, like whatever, you're writing a 20 to a sixty million dollar check and you call it a day. Now you normally have financial investors or strategic investors, and then the strategic portion always still goes …”
