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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I've been working on search for almost 30 years now, long, long time.
The paradigm has completely shifted.
I think I would say that search had been static for a long time.
It was this keyword-based paradigm.
Like, you know, people ask questions, you find words and trying to find them in documents and bring them up, you know, uh to the users.
But LLMs have completely changed it.
Like it has actually the main thing it has done for search is that it has allowed us to really deeply understand.
understand uh a question that a user is asking.
And similarly, it allows us to very deeply understand what a document is about.
And you can actually, you know, match people's questions with the right information conceptually.
And that gives us so much, so much more power.
It's not brittle anymore.
And I think it's been a it's it's it's been a foundational technology to to really evolve search into these new experiences that you've seen these days, you know, where we can go
go far beyond just surfacing a few links, you know, to uh to an end user to to actually deeply understand their questions and and answering them uh for them directly using using the knowledge that you have.
We know we had good timing, I would say.
So, like you know, we started thinking about building clean in uh late 2018.
Uh started the company early 2019.
And so interesting thing is that Transformers as a technology had emerged by then.
Now the whole world was not talking about it.
Uh, but in search teams, like at Google, you know, we saw the power of embeddings and how it could fundamentally change.
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