Turn a Finished Answer Into a Learning Station
Transform an AI-answer workspace into a coached practice setup with teach-back, feedback, and a small drill.
Same desk, different learning design. What changed? Before: the answer is finished, but the learner is passive. After: the answer becomes a coached practice loop. The learner-made explanation appears before AI critique, which prevents polished wording from masking weak understanding. The rough chart forces mechanism thinking: what causes churn, what signal matters, and where the assumption could fail. The fresh practice card turns one example into a skill drill, so Rina tests transfer instead of memorizing the first case. The station works because it changes AI from answer source to feedback source. Active AI learning setup Moved from output acceptance…
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