I have multiple LLM subscriptions at any given time, plus an array of local models.

When I ask a question outside of my domain of expertise I like to ask all of the LLMs I have access to. I also create separate sessions and ask the same question multiple ways.

It’s revealing to see how many different and contradictory answers I get, most of which are presented confidently.

The last time I ran a medical question through Claude I couldn’t even get consistent answers between sessions.

It’s also scary how easily you can lead each LLM to the answer you have in mind. When I would start asking questions about different options that other LLMs had presented, each session would drift toward that explanation.