this post was submitted on 29 Apr 2024
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Just ask ChatGPT what it thinks for some non-existing product and it will start hallucinating.
This is a known issue of LLMs and DL in general as their reasoning is a black box for scientists.
It's not that their reasoning is a black box. It's that they do not have reasoning! They just guess what the next word in the sentence is likely to be.
I mean it's a bit more complicated than that, but at its core, yes, this is correct. Highly recommend this video.
https://www.youtube.com/watch?v=wjZofJX0v4M
it's not even a little bit more complicated than that. They are literally trained to predict the next token given a series of previous tokens. The way that they do that is very complicated and the amount of data they are trained on is huge. That's why they have to give correct information sometimes to sound plausible. Providing accurate information is literally a side effect of the actual thing they are trained to do.
Here is an alternative Piped link(s):
https://www.piped.video/watch?v=wjZofJX0v4M
Piped is a privacy-respecting open-source alternative frontend to YouTube.
I'm open-source; check me out at GitHub.