10/07/2026
Two generations are learning AI at work right now, and they need completely different practice.
Junior employees need analog reps first. They need to try tasks without AI, learn to solve problems manually, and build their own professional taste.
If they delegate everything to a model on day one, they miss the daily practice that builds real domain expertise.
Senior leaders face the opposite challenge.
They already have decades of experience, but they need to get comfortable handing off routine tasks to AI.
Their goal is learning to delegate control without letting their core judgment atrophy from over-reliance.
Effective AI adoption is not a single training program for everyone.
How does your team adapt AI practice for junior versus senior colleagues?