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> but you assume that your opinions aren't formed from a preexisting body of knowledge from which your past self has learnt and internalized. Knowledge != expe
by tomxor 4y ago
> but you assume that your opinions aren't formed from a preexisting body of knowledge from which your past self has learnt and internalized.
Knowledge != experience, there is overlap for sure, but they are qualitatively different things.
And that's before we even get into the underlying differences in the process: when GPT writes a book it's predicting desired output based on what it's learned from it's training data, but it's only as deep as language, coherant logic that appears deeper is incidental and only as common as it is due to the sheer amount of data it's consumed and statistical correlation - all of the amusement we get from ChatGPT is when this lack of depth is revealed. When a human writes a book they are using the same mechanisms for sure, predicting desired output, but that's only the language level, bellow that is a more abstract process driving the direction and ideation, introspection and interrogating experiences, exploring and validating them before attempting to express them in language.
I think part of what makes these LLMs appear to be smarter and more creative than they have any right to be, is due to the inhuman level of input... they are extremely shallow models, but have massive bandwidth, way more than a human could consume - as a result clever stuff emerges more though the sheer volume than something intrinsic to the model itself.