Adult learning principles
- Learners bring experience worth building on, not around.
- Relevance to a real task drives attention more than novelty.
- Autonomy matters: give choice in pacing, path, and practice.
- Prioritize practice with feedback when the objective requires learners to develop skill or judgment.
- Cognitive load is a design budget, and it is easy to overspend.