If you ask an LLM for bullshit, it will give you bullshit. Anyone who is at all surprised by this needs to quit acting like they know what "AI" is, because they clearly don't.
I always encourage people to play around with Bing or chatGPT. That way they’ll get a very good idea how and when an LLM fails. Once you have your own experiences, you’ll also have a more realistic and balanced opinions about it.