Trivedi, N.B. and Tiwari, D.S. 2026. When Being Wrong Is Expensive: Non-Punitive Choice Architecture in Interactive Instructional Media. International Journal of Artificial Intelligence and Machine Learning. 6, 9s (Sep. 2026), 1031–1036. DOI:https://doi.org/10.51483/IJAIML.6.9s.2026.1031-1036.