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Public evidence record

Ankur Goyal

Published podcast speaker

Claims
28
Episodes
1
Shows
1
Named items
0

Claim ledger

What Ankur said.

17 transcript-backed records

01 / belief

I think serverless is probably one of the most important unlocks for us because it sort of allows us to bound failure into something that doesn't require restarting servers or restarting Linux processes.

“I think serverless is probably one of the most important unlocks for us because it sort of allows us to bound failure into something that doesn't require restarting servers or restarting Linux processes.”
Speaker
Ankur Goyal
Publisher
Latent Space

02 / belief

Exactly, as a load balancing mechanism to have that same user experience with more complicated deployments. But I think that in some ways, maybe a small fish in that pond, but I think that the ease of actually a single endpoint is, it sounds obvious or whatever, but it's not.

“Exactly, as a load balancing mechanism to have that same user experience with more complicated deployments. But I think that in some ways, maybe a small fish in that pond, but I think that the ease of actually a single endpoint is, it sounds obvious or whatever, but it's not.”
Speaker
Ankur Goyal
Publisher
Latent Space

04 / belief

At Impira, I think our primary technical advantage was the fact that if you were extracting data from PDF documents, which ended up being the flavor of unstructured data that we focused on, back then you had to assemble thousands of examples of a particular type of document to get a deep neural network to learn how to extract data from it accurately.

“At Impira, I think our primary technical advantage was the fact that if you were extracting data from PDF documents, which ended up being the flavor of unstructured data that we focused on, back then you had to assemble thousands of examples of a particular type of document to get a deep neural network to learn how to extract data from it accurately.”
Speaker
Ankur Goyal
Publisher
Latent Space

06 / belief

The space is very competitive. And so I think I'm hoping, although I'm not 100% sure about this, but I'm hoping we didn't leave anyone totally out to pasture.

“The space is very competitive. And so I think I'm hoping, although I'm not 100% sure about this, but I'm hoping we didn't leave anyone totally out to pasture.”
Speaker
Ankur Goyal
Publisher
Latent Space

09 / belief

I was saying, I think while in the short term there may be opportunities to scale agents by doing silly things, it feels super clear to me that in the long term, anything you might do to work around that limitation of an LLM will be pushed into the LLM.

“I was saying, I think while in the short term there may be opportunities to scale agents by doing silly things, it feels super clear to me that in the long term, anything you might do to work around that limitation of an LLM will be pushed into the LLM.”
Speaker
Ankur Goyal
Publisher
Latent Space

10 / belief

I think no one knows how durable that revenue is, but all else equal, if a company has some traction and they have the opportunity to build relationships with customers, I think independent of whether their margins erode for one particular product offering, they have the opportunity to build higher margin products.

“I think no one knows how durable that revenue is, but all else equal, if a company has some traction and they have the opportunity to build relationships with customers, I think independent of whether their margins erode for one particular product offering, they have the opportunity to build higher margin products.”
Speaker
Ankur Goyal
Publisher
Latent Space

12 / belief

My personal perspective on this, which almost everyone, at least hardcore engineers, disagree with me about, but I'm okay with that, I think DSPy, I think there's two elements to it.

“My personal perspective on this, which almost everyone, at least hardcore engineers, disagree with me about, but I'm okay with that, I think DSPy, I think there's two elements to it.”
Speaker
Ankur Goyal
Publisher
Latent Space

14 / belief

I think, to me, it seems very unlikely that you and me sort of like sipping an espresso and thinking about how different personified roles of people should interact with each other and stuff.

“I think, to me, it seems very unlikely that you and me sort of like sipping an espresso and thinking about how different personified roles of people should interact with each other and stuff.”
Speaker
Ankur Goyal
Publisher
Latent Space

15 / belief

At Impira, while we were having an existential revelation, if you will, we realized that the debates we were having about what model and this and that were really hard to actually prove anything with.

“At Impira, while we were having an existential revelation, if you will, we realized that the debates we were having about what model and this and that were really hard to actually prove anything with.”
Speaker
Ankur Goyal
Publisher
Latent Space

16 / belief

I'm open to debate, and I might be totally wrong, but I think one of the things that felt obvious to me and somewhat vindicated by O1 is that there's a lot of code and paths that people went down with GPT-4.

“I'm open to debate, and I might be totally wrong, but I think one of the things that felt obvious to me and somewhat vindicated by O1 is that there's a lot of code and paths that people went down with GPT-4.”
Speaker
Ankur Goyal
Publisher
Latent Space

17 / belief

Bear in mind that I'm now eight years removed from SingleStore, so they've done a lot of stuff since I left, but maybe the meta thing, I would say, or the meta learning for me is that, even if you build the most sophisticated or advanced technology in a particular space, it doesn't mean that it's something that everyone can use.

“Bear in mind that I'm now eight years removed from SingleStore, so they've done a lot of stuff since I left, but maybe the meta thing, I would say, or the meta learning for me is that, even if you build the most sophisticated or advanced technology in a particular space, it doesn't mean that it's something that everyone can use.”
Speaker
Ankur Goyal
Publisher
Latent Space
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