That's basically it in a nutshell.

All the people who think that LLMs are superhuman weren't very good at their jobs to begin with.

Yes, LLMs will be able to do things faster than a human. They're computer programs, that's the point. But LLMs only produce higher quality output than the humans who didn't learn how to do the tasks well.