“The Learning Assurance Frontier: A Capacity-Constrained Theory of Generative AI, Knowledge Verification, and Independent Learning Transfer” (2026) Journal of Advanced Multidisciplinary Studies (JAMS),, pp. Page 16–31. Available at: https://jamsjournal.org/JAMS/article/view/762 (Accessed: 20 October 2026).