Simulation-based learning with AI creates practice environments: ai-psychotherapy-training-avatars, adaptive-virtual-patient-psychotherapy-training, astra-atco-training-simulator, and history-aware-student-simulation let learners rehearse high-stakes skills safely (professional-training, active-learning).