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Speaker unverified: belief

25 Nov 2024 Latent Space Why Compound AI + Open Source will beat Closed AI

“Now we heavily specialize in different domains. So my prediction is in the AI model space, it will happen also.”

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Speaker
Speaker unverified
Attribution
Not verified from this transcript
Claim type
belief
Recorded
25 Nov 2024
Publisher
Latent Space

Transcript context

…I think this is the core debate that I am still not 100% either way on in terms of compound AI versus normal AI. Because you're basically fighting the bitter lesson. Look at the human society, right? We specialize. And you feel really good about someone specializing doing something really well, right? And that's how our way evolved from ancient times. We're all journalists. We do everything. Now we heavily specialize in different domains. So my prediction is in the AI model space, it will happen also. Except for the bitter lesson. You get short-term gains by having specialists, domain specialists, and then someone just needs to train like a 10x bigger model on 10x more inference, 10x more data, 10x more model perhaps, whatever the current scaling law is. And then it supersedes all the individual models because of some generalized intelligence slash world knowledge. I think that is the core insight of the GPTs, the GPT-123 networks. Right.…

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