The problem

Most professionals don t stall on AI because of the models they stall because they don t know when to trust what the model is saying.

There s a growing AI confidence tax :

You ask an AI a medical, legal, or financial question, then spend more time double checking than the AI saved you.
Each model (GPT, Claude, Gemini, etc.) can sound very confident even when it s wrong or hallucinating.
For doctors, lawyers, and engineers, a single wrong answer can mean real risk, so many end up not using AI at all or only for trivial tasks.