Comment by constantcrying

1 year ago

Again and again this article claims that surprisingly a LLM fails at a certain problem, when it appears to be easy. Each time it seems pretty obvious why that is the case though.

LLMs rely on the statistical dependencies between words or parts of words. That means any question you ask, which is hard to determine from that statistical dependency is extremely hard for an AI. E.g. ChatGPT fails at determining the length of words made up of random characters. It will fail at even performing the simplest of rules because encoding the rules in the statistical dependencies is extremely hard.