As algorithms and robotics take over lower-level jobs, and people need to be retrained and equipped with higher-order skills, traditional learning falls short. Corporate learning and development (L&D) must move toward innovative solutions, such as combining the personalization of adaptive learning to build knowledge with “activity-based learning” to put that knowledge into practice.