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Yes. LLMs do not know anything, and they will make mistakes as a result. You have to be able to check their work if you wish to do a good job.

This isn’t really true for many programming tasks anymore. And as the saying goes, “this is the worse they will ever be”.

> “this is the worse they will ever be”

This is assuming that the current state of LLMs is sustainable, which it definitely isn’t.