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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uh a a topology.
Amongst
Some among symbols.
And And by topology you mean connectivity?
We c y one way to think of that you could do it uh sort of in c connectively.
Um you could you could try to do it as sort of as a as a graph.
Um
There's different ways you could try to do this mathematically uh to try to capture this structure.
In the case of uh large language models, you know, it really it comes down to these embeddings, um, which you can do graph you from a graph theoretical standpoint, but you don't have to.
Uh you could just think about it as a space and then you you're just simply saying where each token lives within that space.
And that's really the representation of language.
But what it is is relational.
It's that these symbols have relations to one another.
um within the space.
Um and the relations are then used in order to generate.
And that's it.
Uh now how does meaning emerge out of that is a is a separate question.
But my argument is that it it language doesn't have to worry about meaning.
Language just has to worry about language.
Um so when I say I'm talking to you and I'm having a conversation with you and trying to explain something to you, this is an LLM.
Showing 561–580 of 2,007 · page 29 of 101
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