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Jeffrey Wang

Published podcast speaker

Claims
9
Episodes
1
Shows
1
Named items
0

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What Jeffrey said.

9 transcript-backed records

01 / evaluation

It's like, all right, compute all those embeddings. That's more work upfront because you have to go through your database of all of these things and you got to commit like that engineering work, but it's like you validate with the general model because it's just easy.

“It's like, all right, compute all those embeddings. That's more work upfront because you have to go through your database of all of these things and you got to commit like that engineering work, but it's like you validate with the general model because it's just easy.”
Speaker
Jeffrey Wang
Publisher
Latent Space

02 / evaluation

It can be really scary. And that's another sort of mental model of framing we've been thinking around is we find LLMs right now are most useful either when you come from, either when you have a narrow input space and a broad output space, because you can be very, you know exactly what format of data, what kind of data is gonna be passed in.

“It can be really scary. And that's another sort of mental model of framing we've been thinking around is we find LLMs right now are most useful either when you come from, either when you have a narrow input space and a broad output space, because you can be very, you know exactly what format of data, what kind of data is gonna be passed in.”
Speaker
Jeffrey Wang
Publisher
Latent Space

03 / evaluation

Now, when we talk about large behavioral models or like actually embedding events, there are many, many trillions of those. And yeah, Postgres probably doesn't work there.

“Now, when we talk about large behavioral models or like actually embedding events, there are many, many trillions of those. And yeah, Postgres probably doesn't work there.”
Speaker
Jeffrey Wang
Publisher
Latent Space

05 / prediction

At the same time, I think the future of AI applications and doing really cool things with it will be in the data, partially because like, you know, ChatGPT has done such a huge advance, right?

“At the same time, I think the future of AI applications and doing really cool things with it will be in the data, partially because like, you know, ChatGPT has done such a huge advance, right?”
Speaker
Jeffrey Wang
Publisher
Latent Space

06 / preference

I don't know if I can share the actual customer, but actually from before the LLM days, where they literally generated the versions of the copy themselves, and they made their product basically adapt, you know, multi-arm bandit style of like, hey, here's all these different variations, like just go figure out the best one.

“I don't know if I can share the actual customer, but actually from before the LLM days, where they literally generated the versions of the copy themselves, and they made their product basically adapt, you know, multi-arm bandit style of like, hey, here's all these different variations, like just go figure out the best one.”
Speaker
Jeffrey Wang
Publisher
Latent Space

07 / evaluation

Sure, yeah, happy to speak to that. So, you know, if we think about the fundamental thing that our customers of Amplitude try to do, it's they want to look at their product data and they want to figure out how do I make my product better?

“Sure, yeah, happy to speak to that. So, you know, if we think about the fundamental thing that our customers of Amplitude try to do, it's they want to look at their product data and they want to figure out how do I make my product better?”
Speaker
Jeffrey Wang
Publisher
Latent Space

08 / recommendation

I think that would make everyone's lives a lot easier if you could somehow ask behavioral questions of data without having to instrument.

“I think that would make everyone's lives a lot easier if you could somehow ask behavioral questions of data without having to instrument.”
Speaker
Jeffrey Wang
Publisher
Latent Space

09 / evaluation

I don't know what the constraints on our lightning round, but I think maybe creativity is the best word where it's, you know, with the image generation stuff, text generation, you know, one thing that still blows my mind, I used to be a competitive like math guy and like there's this international math Olympiad problem in one of the papers and it solves it.

“I don't know what the constraints on our lightning round, but I think maybe creativity is the best word where it's, you know, with the image generation stuff, text generation, you know, one thing that still blows my mind, I used to be a competitive like math guy and like there's this international math Olympiad problem in one of the papers and it solves it.”
Speaker
Jeffrey Wang
Publisher
Latent Space
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