3 ms·
If you want examples of this, see the recent book "The AI Con" https://www.goodreads.com/en/book/show/217432753-the-ai-con https://www.goodreads.com/en/book/sh
by azakai 4mo ago
If you want examples of this, see the recent book "The AI Con"
https://www.goodreads.com/en/book/show/217432753-the-ai-con https://www.goodreads.com/en/book/show/217432753-the-ai-con
which describes LLMs as "souped-up autocomplete", complex statistics that cannot truly understand anything. A more recent example is this paper:
https://zenodo.org/records/20071869 https://zenodo.org/records/20071869
which says,
> [LLMs], as turbo-charged statistical models (recall their formal relation to logistic regression) can only but provide correlations.
And, of course, the Stochastic Parrot paper is the classic example in this area. It is from 5 years ago, but "LLMs only do statistics / can't understand" is very much alive and active among academics, even if it is a minority position.
- root_axis 4mo agoNone of those arguments claim "LLMs could not possibly be good models of some cognitive capacity"
- azakai 4mo agoWhat about the cognitive capacity of understanding?
- root_axis 4mo agoThe use of the term "understanding" in the quote you mentioned is a claim about metaphysics, not cognitive capacity.
- hodgehog11 4mo agoFrom Merriam-Webster: cognitive: as in reasonable; of, relating to, or involving conscious mental activities (such as thinking, *understanding*, learning, and remembering)
- rerdavies 4mo agoThe "some cognitive capacity" that's relevant to the current discussion is "consciousness".