Wharton Finds Structured AI Improves Learning Outcomes
The Wharton School published a Feb. 24 study testing how AI assistance timing affects long-term skill development in a three-month experiment with more than 200 chess learners. Participants given system-regulated, scheduled AI guidance improved about 64% versus roughly 30% for those with unrestricted on-demand help, and retained gains weeks later. The findings suggest AI tutors should use calibrated, bounded support to foster deeper learning.
Scoring Rationale
High practical impact and credible Wharton evidence, but limited by a single-domain chess experiment constraining broad generalizability across learning contexts.
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