WhyThisLesson: Explainability Layer for Adaptive Learning

A plug-in module for adaptive learning platforms that explains, in plain language for teachers, parents, and auditors, why the system selected each lesson and placed each learner at a given level — turning opaque algorithmic decisions into defensible ones.