Is it that they're over confident, or that we are over confident in their responses also. LLM's aren't an all knowing power, much like ourselves, but we still

Is it that they're over confident, or that we are over confident in their responses also. LLM's aren't an all knowing power, much like ourselves, but we still take the opinions and ideas of others as true to some extent. If you are using LLM's and taking their outputs as complete truths or working products, then you're not using them correctly to begin with. You need to exercise a degree of professional and technical skepticism with their outputs. Luckily LLM's are moving into the arena of being able to reason with themselves and test their assumptions before giving us an answer. LLM's can push me in the wrong direction just as much as an answer to a problem on a forum.