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Jacob Effron: evaluation

23 Apr 2026 Latent Space AIE Europe Debrief + Agent Labs Thesis: Unsupervised Learning x Latent Space Crossover Special (2026)

“Whereas any kind of like later, even the labs themselves, any later stage company, the bands of which that company might be worth right now, even in a year or two years are so massive because of how fast the ecosystem changes that it’s like.”

— Jacob Effron

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Speaker
Jacob Effron
Attribution
Verified speaker
Claim type
evaluation
Recorded
23 Apr 2026
Publisher
Latent Space

Transcript context

…gets even. Okay. I mean, like, I think we, we say good things about crystal cognition, but the sheer liftoff of like both end UPIC and open ai. ‘cause they, they, they have independent valuations. I mean, let’s throw an XEI in there because it’s now I ping at 1.2 trillion. That number is just mind boggling. Like I, I feel like in normal investing or normal startups, there’s kind of like a ceiling market cap or valuation. Totally. That, that like you, you reach and you go like, all right, let’s, it’s gonna be chiller from now on. And these guys are not slow down. No. Well, I also think the dynamic is fascinating about some of these later stage companies is, is, you know, in the past, I feel like in, in venture world, if you got to a certain level of scale, the question around you was really more a valuation question. And this is like why there was different phase, like, you know, types of venture people did and like the late stage growth people were just incredible at like, you know, a little bit of what’s the ultimate market opportunity of this company, but also what’s the right way to, to value it. Like we know it’s, it’s in some bands of an outcome that is like. Sure there’s some variance to it, but it’s like relatively understood what that bands is and then maybe you get over time surprised to the upside. Whereas any kind of like later, even the labs themselves, any later stage company, the bands of which that company might be worth right now, even in a year or two years are so massive because of how fast the ecosystem changes that it’s like. Even for later stage companies, every three months could be an existential level event to the upside to the downside. Yeah. Um, and I think that, like, you are obviously seeing it in the, in the positive with code, which, you know, if you think about a company like philanthropic, you know, that. For a while, it was like unclear if they were going to have access to enough capital, um, to really stay in the, in the race, right? And then coding hit at the exact right time. They had the perfect model for it. They executed brilliantly. Um, and you know, now are, are, you know, uh, you know, one of the most valuable companies in the world. Uh, at the same time, I, I don’t find, I, I have zero sympathy for opening eye because they’re crushing it and they’re all rich. You know, this is like a high class champagne problem to have to, uh, to be number two at coding or whatever. Like, who cares? Like, you’re, you’re doing great.…

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