this post was submitted on 28 Feb 2024
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It repeats things that sort of sound intelligent to try and convince everyone that actual intelligent thought is taking place? It really is just like humans!
They don't really parrot unless they're overfitted.
It's more that they have been trained to produce a certain kind of result. One method you can train them on is by basically assigning a score on how good the output is. Doing this manually takes a lot of time (Google has been doing this for years via captcha), or you could train other models to score text for you.
The obvious problem with the latter solution is that then you need to ensure that that model is scoring roughly in line with how humans would score it; the technical term for this is alignment. There's a pretty funny story about that with GPT-2, presented in a really cute animation format by Robert Miles.
Here is an alternative Piped link(s):
presented in a really cute animation format by Robert Miles.
Piped is a privacy-respecting open-source alternative frontend to YouTube.
I'm open-source; check me out at GitHub.
Tell me about it. All the government contractors I work with. Just repeating the same submittal over and over and over again.