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I think this is downplaying what LLMs do. Yeah, they are not the best at doing things in general, but the fact that they were able to learn the structure and semantic context of language is quite impressive, even if it doesn't know what the words converted into tokens actually mean. I suspect that we will be able to use LLMs as one part of a full digital "brain", with some model similar to our own prefrontal cortex calling the LLM (and other things like vision model, sound model, etc.) and using its output to reason about a certain task and take an action. That's where I think the hype will be validated, is when you put all these parts we've been working on together and Frankenstein a new and actually intelligent system.