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#...probably current ones would also need finetuning on ~examples of a mathematician making an error catching it and recovering from there
notarealwelder
·
1 year
Text
Hypothesis: LLMs are bad at higher math (in particular novel proofs), and will stay bad at it, because higher mathematicians virtually never put to words the process of generating such proofs
#i think llms should be capable of it if given examples of ~verbal planning and verbalized attack on the theorem
#smth smth proof discovery is hard but not that hard and you _can_ write down an approximate algorithm in human words
#which will not get all theorems but will get a whole lot of them
#and llms are not bad at faithfully executing instructions in human words
#...probably current ones would also need finetuning on ~examples of a mathematician making an error catching it and recovering from there
#it's just that almost nobody ever writes these kinds of texts on the internet
#(and of course this will do nothing to the 'bullshit insight' proof technique)
#(and there's the hard problem of discovering good concepts/definitions)
#(but these could be tackled separately)
#posts
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