It extends well beyond creative stuff too. It makes me think of Gell-Man amnesia [1].

People can tell when something they are experts in is being done poorly, but others can't, and it frustrates the experts. Then, those same people think something completely different is being done well despite what experts in that respective field say. It's like when someone from your family reads an article about your profession and then proceeds to tell you how your job works. lol

It's a really pervasive issue in society IMO. And a few prompts in someone's favorite LLM just reinforces it to people that don't know (any better|what they don't know).

[1] https://en.wiktionary.org/wiki/Gell-Mann_Amnesia_effect