Although workforce AI solutions are now commonplace, the leaders of organizations rolling them out have not yet risen to the challenge of employee training, upskilling, and learning. Employees have numerous gaps in their AI understanding, skills, and ethics, and those gaps won’t be filled by an hour in a classroom or online training alone. Instead, leaders need to tap into learning theory, weaving together formal, social, and on-the-job learning approaches to help employees truly gain mastery over workforce AI — and maximize the ROI of their organizations’ investments.