This guest commentary for Twin Cities Business was written by VILAS co-founder James Holmberg. He argues that AI fluency requires a judgment layer — the ability to steer, critique, and revise AI output while keeping your own voice — and that tool training alone doesn't build it. James has worked with these platforms since 2022 and has trained organizations on their use since late 2023.