Arvind Jain
speaker
355 appearances
1 recordings
1 series
first heard May 2025
last heard May 2025
Arvind Jain’s voice in public audio — every appearance, attributed to the second.
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Appearances
you don't have that luxury.
So you have to sort of like, you know, make make up for that, you know, lack of signals from users, um, you know, with other techniques and transform is one of them.
Yeah, I mean, I think there's always this thought of that like, you know, the models will have near infinite context windows, and you can just give them everything and they can figure things out automatically.
But I don't I don't think you know like we're anywhere close to you know that happening.
I'll I'll give you an example.
Let's say that models are mimicking human intelligence.
Right?
So they're actually getting more and more capable of like how we work like humans.
Uh but as a human
Like, you know, imagine like, you know, if I were to actually give you, like, let's say I give you a question, and then I say that here's, you know, here's everything.
Like, you know, in a completely non-organized fashion, I give you like a whole bunch of like one million documents and and and let's imagine you have you know the memory powers and speed, but it still just feels like you know a very complicated thing.
Like it's very hard to make sense of information that is, for example, being given to you out of order.
Like I give you one document.
Document that is something from today, something from four months back, something from three years, then something again from two days back.
If I give you like, you know, information in a in a in a manner where you know where it's sort of not organized in any shape or form, then as a human you're gonna have a lot of difficulty reasoning over it.
So did we think about the models the same way?
There is a good amount of uh work that you have to do and present the information uh to the
the model in some you know in some organized fashion, that's when they're going to actually do a much better job reading that information, reasoning over it and giving you the answers.
And sure, like, you know, you can actually give them more and more over time, but still you know it matters like, you know, how how you provide them with the right information.
So we started with this vision of building a Google in your work life.
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