William, a training specialist, wants to make sure trainees are able to use particular skills across multiple scenarios, often in situations very different from those experienced in training. This approach relies on principles of learning associated with the notion of "routine expertise."

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The approach described is associated with the notion of "adaptive expertise," which emphasizes the ability to apply skills flexibly and creatively in a variety of situations, not just routine or familiar ones. "Routine expertise" refers to the ability to efficiently perform tasks in familiar situations.

William, a Training Specialist, Wants to Make Sure Trainees Are