Swale Asif

And even for today's models, even when you have long context, filling out the entire context window means that it's slower. It means that sometimes the model actually gets confused and some models get more confused than others. And we have this one system internally that we call pre-empt, which helps us with that a little bit.

And even for today's models, even when you have long context, filling out the entire context window means that it's slower. It means that sometimes the model actually gets confused and some models get more confused than others. And we have this one system internally that we call pre-empt, which helps us with that a little bit.

And even for today's models, even when you have long context, filling out the entire context window means that it's slower. It means that sometimes the model actually gets confused and some models get more confused than others. And we have this one system internally that we call pre-empt, which helps us with that a little bit.

And I think it was built for the era before where we had 8,000 token context windows. And it's a little bit similar to when you're making a website. You want it to work on mobile. You want it to work on a desktop screen. And you have this dynamic information, which you don't have, for example, if you're designing a print magazine. You know exactly where you can put stuff.

And I think it was built for the era before where we had 8,000 token context windows. And it's a little bit similar to when you're making a website. You want it to work on mobile. You want it to work on a desktop screen. And you have this dynamic information, which you don't have, for example, if you're designing a print magazine. You know exactly where you can put stuff.

And I think it was built for the era before where we had 8,000 token context windows. And it's a little bit similar to when you're making a website. You want it to work on mobile. You want it to work on a desktop screen. And you have this dynamic information, which you don't have, for example, if you're designing a print magazine. You know exactly where you can put stuff.

But when you have a website or when you have a prompt, you have these inputs. And then you need to format them to always work. Even if the input is really big, then you might have to cut something down. And so the idea was, okay, let's take some inspiration. What's the best way to design websites?

But when you have a website or when you have a prompt, you have these inputs. And then you need to format them to always work. Even if the input is really big, then you might have to cut something down. And so the idea was, okay, let's take some inspiration. What's the best way to design websites?

But when you have a website or when you have a prompt, you have these inputs. And then you need to format them to always work. Even if the input is really big, then you might have to cut something down. And so the idea was, okay, let's take some inspiration. What's the best way to design websites?

Well, the thing that we really like is React and the declarative approach where you use JSX in JavaScript, and then you declare, this is what I want, and I think this has higher priority, or this has higher z-index than something else. And then you have this rendering engine. In web design, it's like Chrome, and in our case, it's a preempt renderer, which then fits everything onto the page.

Well, the thing that we really like is React and the declarative approach where you use JSX in JavaScript, and then you declare, this is what I want, and I think this has higher priority, or this has higher z-index than something else. And then you have this rendering engine. In web design, it's like Chrome, and in our case, it's a preempt renderer, which then fits everything onto the page.

Well, the thing that we really like is React and the declarative approach where you use JSX in JavaScript, and then you declare, this is what I want, and I think this has higher priority, or this has higher z-index than something else. And then you have this rendering engine. In web design, it's like Chrome, and in our case, it's a preempt renderer, which then fits everything onto the page.

And as you clearly decide what you want, and then it figures out what you want. And so we have found that to be quite helpful. And I think the role of it has sort of shifted over time, where initially it was to fit to these small context windows. Now it's really useful because it helps us with...

And as you clearly decide what you want, and then it figures out what you want. And so we have found that to be quite helpful. And I think the role of it has sort of shifted over time, where initially it was to fit to these small context windows. Now it's really useful because it helps us with...

And as you clearly decide what you want, and then it figures out what you want. And so we have found that to be quite helpful. And I think the role of it has sort of shifted over time, where initially it was to fit to these small context windows. Now it's really useful because it helps us with...

splitting up the data that goes into the prompt and the actual rendering of it and so it's easier to debug because you can change the rendering of the prompt and then try it on old prompts because you have the raw data that went into their prompt and then you can see did my change actually improve it for for like this entire eval set so do you literally prompt with jsx Yes, yes.

splitting up the data that goes into the prompt and the actual rendering of it and so it's easier to debug because you can change the rendering of the prompt and then try it on old prompts because you have the raw data that went into their prompt and then you can see did my change actually improve it for for like this entire eval set so do you literally prompt with jsx Yes, yes.

splitting up the data that goes into the prompt and the actual rendering of it and so it's easier to debug because you can change the rendering of the prompt and then try it on old prompts because you have the raw data that went into their prompt and then you can see did my change actually improve it for for like this entire eval set so do you literally prompt with jsx Yes, yes.

So it kind of looks like React. There are components. We have one component that's a file component, and it takes in the cursor. Usually there's one line where the cursor is in your file, and that's probably the most important line because that's the one you're looking at. And so then you can give priorities.

So it kind of looks like React. There are components. We have one component that's a file component, and it takes in the cursor. Usually there's one line where the cursor is in your file, and that's probably the most important line because that's the one you're looking at. And so then you can give priorities.