2 ms·
I think it's not very helpful to just declare that such a model doesn't exist: there's a decent amount of evidence that LLMs do in fact form models of the world
by rcxdude 2y ago
I think it's not very helpful to just declare that such a model doesn't exist: there's a decent amount of evidence that LLMs do in fact form models of the world internally, and use them during inference. However, while these models are very large and complex, they aren't necessarily accurate and LLMs struggle with actually manipulating them at inference time, forming new models or adjusting existing ones is generally something they are quite bad at at those stages (which generally results in the 'high knowledge' which impresses people and is often confused with intelligence, while they're still fundamentally quite dumb despite having a huge depth of knowledge: I don't think it's something you can categorically say 'zero intelligence' - even relatively simpler and less capable systems can be said to have some intelligence, it's just in many aspects LLM intelligence is still worse than a good fraction of mammals)
- grey-area 2y agoWhat evidence are you referring to? I've seen AI firms desperate for relevance and the next advance implying that thinking is going on and talking about it a lot in those terms, but no actual evidence of it. I wouldn't say zero intelligence, but I wouldn't describe such systems as intelligent, I think it misrepresents them, they do as you say have a good depth of knowledge and are spectacular at reproducing a simulacrum of human interactions and creations, but they have been a lesson for many of us that token manipulation is not where intelligence resides.