Elan Barenholtz

speaker
2,007 appearances 4 recordings 1 series first heard Feb 2025 last heard Jun 2025

Elan Barenholtz’s voice in public audio — every appearance, attributed to the second.

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how our minds ultimately form this space.
Now we could we could, you know, we could we could you can take an untrained model, uh, an untrained large language model, you give it a sequence in, it's gonna give you a sequence out.
Right.
It will do that.
Uh-huh.
Um and we say, hey, look, it's it's to now doing next token generation.
Uh it's doing auto regression.
But it's gonna be gobbledygook.
It's gonna be meaningless.
The magic of language and the magic of our of our what our brains do and and what these large language models do is that given sufficient uh examples
we are actually molding this space such that the next token generation is doing something meaningful.
Meaningful in what sense?
Well
This harder problem of, well, I can tell you something and then you that's gonna determine not just your language but your behavior later on.
And so there really is something more uh to the the the the map matters, right?
The the the space, the shape of the space is really, really critical.
It's not like auto-regressive next token is solves the problem.
It's that auto-regressive next token generation, it when optimized in the larger
Your ecosystem of behavior and coordination and communication does this thing.
But still, I don't want to back away from this.
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