Re:Large Language Models as Optimizers
by gflan on Friday September 08, 2023 @02:43PM
(#37437655)
Except Clarke wasn't referring to the black-boxiness of said advanced tech, was he?
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Re:Large Language Models as Optimizers
by michaelmior on Friday September 08, 2023 @03:08PM
(#37437995)
Not explicitly, I think no. But in some sense, yes. Arguably any tech which we don't really understand is a black box. I think the lack of understanding how something works is a large part of the "magical" effect.
I think LLM smarts is actually language smarts. Language is accessible, we can track how it creates these capabilities.
Re:Large Language Models as Optimizers
by michaelmior on Friday September 08, 2023 @04:45PM
(#37439187)
> we can track how it creates these capabilities.
Could you explain what you mean here? To the best of my knowledge, there hasn't been much success in successfully explaining how LLMs actually work? Of course we know all the low level mathematical details, we built them. But my understanding is that we don't really know much about the structure of LLM parameters and how they relate to the concepts the model is supposedly learning.
Re:Large Language Models as Optimizers
by piecerough on Friday September 08, 2023 @05:05PM
(#37439419)
Nice, one would expect so. Though if you think more deeply about it, I think not. The language itself is the manifestation of capabilities, but the process exhibiting them is the underlying system, eg. neural nets or human brain.