Erik Bernhardsson, CEO of Modal, compares GPU cloud providers like CoreWeave and Lambda Labs to real estate rentals like WeWork.
Prediction Not checkable as stated
Bernhardsson: LLM inference compute is shifting toward specialized chips like crypto mining
“I do think it's kind of fascinating how it's like kind of going in the same direction as like crypto mining towards more like specialized hardware.”
Assertion Supported
Bernhardsson: Modal discarded Kubernetes and Docker to build a custom stack
“So we built our own, we threw out Kubernetes out the window. We threw out Docker out the window. We built our own File system in order to optimize for how container images are distributed. We built our own scheduler in order to maintain this pool of workers an…”
Prediction Held up
Bernhardsson: AI inference spend will dominate model training spend long-term
“It's obvious that like in the long run, like inference spend will dominate just for like the obvious reason that like, that's where you make the money, right? Like, you know, when you're training a big model, that's like, you know, you, you're spending a lot o…”
Insight
Bernhardsson: Serverless architecture fits AI workloads better than web backends
“So it's sort of always felt to me like, you know, in, in hindsight, it looks like the right idea, but applied to the wrong problems. And I always like wonder, you know, now, like I'm looking at like what we built at modal. Like I I'm kind of convinced that lik…”
Insight
Bernhardsson: Demands for self-hosting mean the product isn't compelling enough
“One trap that I think a lot of startups fall into is that, you know, you go out and talk to a lot of customers and they sort of insist on, on self-hosting. In my opinion, like, you know, sometimes that's actually like a true, like hard concerns, but in many ca…”
Insight
Bernhardsson: Lower GPU prices increase value of developer AI software
“If GPU prices were to crash, like the relative value of that software actually goes up. So like, I'm not necessarily sure that like a crash in GPU would be bad for us. I think it actually could be great for us because, you know, if GPU prices go down, there's …”