Michael Truell

You can also do a bunch of work, not even at the model level, of taking the biggest models and then maybe giving them access to a lot of information that's not just the code. it's kind of a hard problem to stare at a file and be like, where's the bug? And that's hard for humans often, right? And so often you have to run the code and being able to see things like traces and step through a debugger.

You can also do a bunch of work, not even at the model level, of taking the biggest models and then maybe giving them access to a lot of information that's not just the code. it's kind of a hard problem to stare at a file and be like, where's the bug? And that's hard for humans often, right? And so often you have to run the code and being able to see things like traces and step through a debugger.

There's a whole other direction where it kind of tends toward that. And it could also be that there are kind of two different product form factors here. It could be that you have a really specialty model that's quite fast that's kind of running in the background and trying to spot bugs.

There's a whole other direction where it kind of tends toward that. And it could also be that there are kind of two different product form factors here. It could be that you have a really specialty model that's quite fast that's kind of running in the background and trying to spot bugs.

There's a whole other direction where it kind of tends toward that. And it could also be that there are kind of two different product form factors here. It could be that you have a really specialty model that's quite fast that's kind of running in the background and trying to spot bugs.

And it might be that sometimes, sort of to Arvid's earlier example about some nefarious input box bug, it might be that sometimes you want to like You know there's a bug. You're not just checking hypothesis-free. You're like, this is a problem. I really want to solve it.

And it might be that sometimes, sort of to Arvid's earlier example about some nefarious input box bug, it might be that sometimes you want to like You know there's a bug. You're not just checking hypothesis-free. You're like, this is a problem. I really want to solve it.

And it might be that sometimes, sort of to Arvid's earlier example about some nefarious input box bug, it might be that sometimes you want to like You know there's a bug. You're not just checking hypothesis-free. You're like, this is a problem. I really want to solve it.

And you zap that with tons and tons and tons of compute, and you're willing to put in $50 to solve that bug or something even more.

And you zap that with tons and tons and tons of compute, and you're willing to put in $50 to solve that bug or something even more.

And you zap that with tons and tons and tons of compute, and you're willing to put in $50 to solve that bug or something even more.

There is also a potential world where there's a technical solution to this like honor system problem too, where if we can get to a place where we understand the output of the system more, I mean, to the stuff we were talking about with like, you know, error checking with the LSP and then also running the code.

There is also a potential world where there's a technical solution to this like honor system problem too, where if we can get to a place where we understand the output of the system more, I mean, to the stuff we were talking about with like, you know, error checking with the LSP and then also running the code.

There is also a potential world where there's a technical solution to this like honor system problem too, where if we can get to a place where we understand the output of the system more, I mean, to the stuff we were talking about with like, you know, error checking with the LSP and then also running the code.

But if you could get to a place where you could actually somehow verify, oh, I have fixed the bug, maybe then the bounty system doesn't need to rely on the honor system too.

But if you could get to a place where you could actually somehow verify, oh, I have fixed the bug, maybe then the bounty system doesn't need to rely on the honor system too.

But if you could get to a place where you could actually somehow verify, oh, I have fixed the bug, maybe then the bounty system doesn't need to rely on the honor system too.

Yeah, I think that it has been an interesting journey adding each extra zero to the request per second. You run into all of these with the general components you're using for caching and databases run into issues as you make things bigger and bigger. And now we're at the scale where we get int overflows on our tables and things like that.

Yeah, I think that it has been an interesting journey adding each extra zero to the request per second. You run into all of these with the general components you're using for caching and databases run into issues as you make things bigger and bigger. And now we're at the scale where we get int overflows on our tables and things like that.

Yeah, I think that it has been an interesting journey adding each extra zero to the request per second. You run into all of these with the general components you're using for caching and databases run into issues as you make things bigger and bigger. And now we're at the scale where we get int overflows on our tables and things like that.