If an LLM was a person, it would be known as a "bullshit artist". I've worked with bullshit artists (people) before, and its exhausting trying to separate fact from fiction. It's a reason to avoid working with such people.

A good coworker will admit not knowing something, or if unsure give their best guess but discuss its limitations and why they might be wrong.

Question: Has anyone experimented with using voice to directly prompt an LLM, without doing speech-to-text? If an LLM can pick up on the skeptical nuances in a person's response, it might be prompted not to be overconfident in its subsequent output.