I sincerely doubt it; but I also work in an Org that has highly internal code with none to poor documentation.
Also, I never said it was a "downside". I'm simply stating that the author is exaggerating what the LLM is doing. It isn't creating novel code.
I used LLMs all the time to spit out boilerplate when it makes sense.