Most programs fail on structure, not subject matter. Six phases from motivation to transfer — less a fixed sequence than a diagnostic: does this module build motivation, structure knowledge, and demand application, or just move through content?

Programs succeed or fail on sequencing, not content quality. Drawing on Kahneman, the case for deliberately shifting between instinctive recognition and effortful reasoning — quick moments to build confidence, slow ones to trigger real thinking.