Arvid Lundmark

I think the interesting riff here is something like, like speculation is a fairly common idea nowadays. It's like not only in language models, I mean, there's obviously speculation in CPUs and there's like speculation for databases and speculation all over the place.

I think the interesting riff here is something like, like speculation is a fairly common idea nowadays. It's like not only in language models, I mean, there's obviously speculation in CPUs and there's like speculation for databases and speculation all over the place.

By the way, that's like a really, really hard, it's like critically important detail, like how different like benchmarks are versus like real coding. Where real coding, it's not interview style coding. It's you're doing these, You know, humans are saying, like, half-broken English sometimes, and sometimes you're saying, like, oh, do what I did before. Sometimes you're saying...

By the way, that's like a really, really hard, it's like critically important detail, like how different like benchmarks are versus like real coding. Where real coding, it's not interview style coding. It's you're doing these, You know, humans are saying, like, half-broken English sometimes, and sometimes you're saying, like, oh, do what I did before. Sometimes you're saying...

By the way, that's like a really, really hard, it's like critically important detail, like how different like benchmarks are versus like real coding. Where real coding, it's not interview style coding. It's you're doing these, You know, humans are saying, like, half-broken English sometimes, and sometimes you're saying, like, oh, do what I did before. Sometimes you're saying...

you know, go add this thing and then do this other thing for me and then make this UI element. And then, you know, it's just like a lot of things are sort of context dependent. You really want to like understand the human and then do what the human wants as opposed to sort of this, maybe the way to put it is sort of abstractly is the interview problems are very well-specified.

you know, go add this thing and then do this other thing for me and then make this UI element. And then, you know, it's just like a lot of things are sort of context dependent. You really want to like understand the human and then do what the human wants as opposed to sort of this, maybe the way to put it is sort of abstractly is the interview problems are very well-specified.

you know, go add this thing and then do this other thing for me and then make this UI element. And then, you know, it's just like a lot of things are sort of context dependent. You really want to like understand the human and then do what the human wants as opposed to sort of this, maybe the way to put it is sort of abstractly is the interview problems are very well-specified.

they lean a lot on specification while the human stuff is less specified. Yeah.

they lean a lot on specification while the human stuff is less specified. Yeah.

they lean a lot on specification while the human stuff is less specified. Yeah.

Well, it's not like conspiracy theory as much. They're just, they're like, they're, you know, humans, humans are humans and there's, there's these details and, you know, you're doing like this crazy amount of flops and, you know, chips are messy and man, you can just have bugs. Like bugs are, it's, it's hard to overstate how hard bugs are to avoid. Yeah.

Well, it's not like conspiracy theory as much. They're just, they're like, they're, you know, humans, humans are humans and there's, there's these details and, you know, you're doing like this crazy amount of flops and, you know, chips are messy and man, you can just have bugs. Like bugs are, it's, it's hard to overstate how hard bugs are to avoid. Yeah.

Well, it's not like conspiracy theory as much. They're just, they're like, they're, you know, humans, humans are humans and there's, there's these details and, you know, you're doing like this crazy amount of flops and, you know, chips are messy and man, you can just have bugs. Like bugs are, it's, it's hard to overstate how hard bugs are to avoid. Yeah.

So, I mean, one of the things we do is, it's like a recent addition, is try to suggest files that you can add. So while you're typing, one can guess what the uncertainty is and maybe suggest that like, you know, maybe you're writing your API And we can guess using the commits that you've made previously in the same file that the client and the server is super useful.

So, I mean, one of the things we do is, it's like a recent addition, is try to suggest files that you can add. So while you're typing, one can guess what the uncertainty is and maybe suggest that like, you know, maybe you're writing your API And we can guess using the commits that you've made previously in the same file that the client and the server is super useful.

So, I mean, one of the things we do is, it's like a recent addition, is try to suggest files that you can add. So while you're typing, one can guess what the uncertainty is and maybe suggest that like, you know, maybe you're writing your API And we can guess using the commits that you've made previously in the same file that the client and the server is super useful.

And there's like a hard technical problem of how do you resolve it across all commits? Which files are the most important given your current prompt? And we're still sort of initial version is ruled out and I'm sure we can make it much more accurate. It's very experimental.

And there's like a hard technical problem of how do you resolve it across all commits? Which files are the most important given your current prompt? And we're still sort of initial version is ruled out and I'm sure we can make it much more accurate. It's very experimental.

And there's like a hard technical problem of how do you resolve it across all commits? Which files are the most important given your current prompt? And we're still sort of initial version is ruled out and I'm sure we can make it much more accurate. It's very experimental.