6 ms·
Ilya Sustkever was on a podcast, saying to imagine a mystery novel where at the end it says “and the killer is: (name)”. Saying it’s just a statistical model ge
by orionsbelt 11mo ago
Ilya Sustkever was on a podcast, saying to imagine a mystery novel where at the end it says “and the killer is: (name)”. Saying it’s just a statistical model generating the next most likely word, how can it do that in this case if it doesn’t have some understanding of all the clues, etc. A specific name is not statistically likely to appear
- shwaj 11mo agoCan current LLMs actually do that, though? What Ilya posed was a thought experiment: if it could do that, then we would say that it has understanding. But AFAIK that is beyond current capabilities.
- krackers 11mo agoSomeone should try it and create a new "mysterybench". Find all mystery novels written after LLM training cutoff, and see how many models unravel the mystery
- IAmGraydon 11mo agoIt can't do that without the answer to who did it being in the training data. I think the reason people keep falling for this illusion is that they can't really imagine how vast the training dataset is. In all cases where it appears to answer a question like the one you posed, it's regurgitating the answer from its training data in a way that creates an illusion of using logic to answer it.
- CamperBob2 11mo agoIt can't do that without the answer to who did it being in the training data. Try it. Write a simple original mystery story, and then ask a good model to solve it. This isn't your father's Chinese Room. It couldn't solve original brainteasers and puzzles if it were.
- dyauspitr 11mo agoThat’s not true, at all.
- IAmGraydon 11mo agoPlease…go on.
- stevenhuang 11mo agoYou sound more like a stochastic parrot than an LLM does at this point.
- squigz 11mo agoThis implies understanding of preceding tokens, no? GP was saying they have understanding of future tokens.
- nicpottier 11mo agoI once was chatting with an author of books (very much an amateur) and he said he enjoyed writing because he liked discovering where the story goes. IE, he starts and builds characters and creates scenarios for them and at some point the story kind of takes over, there is only one way a character can act based on what was previously written, but it wasn't preordained. That's why he liked it, it was a discovery to him. I'm not saying this is the right way to write a book but it is a way some people write at least! And one LLMs seem capable of doing. (though isn't a book outline pretty much the same as a coding plan and well within their wheelhouse?)