Scott Wu, co-founder of Cognition, explains how AI agents have transformed internal engineering workflows at the company.
Prediction Not checkable as stated
Wu: Reinforcement learning will eventually beat any benchmark with a clear feedback loop
“I think the natural conclusion of RL, which is what we're kind of getting to, is you basically can solve any benchmark, which is insane to think about... Which means like, if you have a clean set of environments, if you have a good feedback loop to decide what…”
Assertion Not checkable as stated
Wu: Devin routinely delivers 6x to 20x efficiency gains for enterprise customers
“We pretty routinely see spots where we can make things like anywhere from six X to 20 X more efficient.”
Prediction Not checkable as stated
Wu: Within five years, software engineering will just be describing what to build
“And I think that's kind of what we're going to get to over the next, I'll call it like five or so years is a point where Software engineering. We might even still call it software engineering or programming or whatever, but it's, it really is just you telling …”
Opinion
Wu: Students should still study computer science despite AI coding advances
“People ask me all the time, you know, it's my son or daughter is, 16, you know, should they even be studying computer science? And I always say, yeah, absolutely. And I think the reason is because these are, you know, the concept level things that actually all…”
Prediction Not checkable as stated
Wu: Lowering barrier to coding will drastically increase total software built
“And I think we're going to see something similar here where it's, you know, imagine, imagine the w w w what we will do, you know, when we get to the point where everyone can just build products and websites and apps and whatever it is of that level of quality …”
Assertion Not checkable as stated
Wu: The duration of autonomous AI coding tasks doubles every three months
“And the crazy thing is over the last like three, four years, that number has basically, it's doubled approximately every three months.”