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Even though I think most people know this deep down, I still don't think we actively realize how optimized LLMs are towards sounding good. It's the ultra processed food version of information consumption. People are super lazy (economical if you like) and rlhf et al have optimized LLM output to being easy to digest.

Consequence is you get a bunch of output that looks really good as long as you don't think about it (and they actively promotes not thinking about it) that you don't really understand, and that if you did dig into you'd realize is empty fluff or actively wrong.

It's worse than not learning, it's actively generating unthinking but palatable garbage that's the opposite of learning.



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