HCD.2:2 - Problem

The common shortcut is to translate a demand into topics, allocate hours, and call the result a programme. This hides whether the pieces combine in representative Work, whether practice and correction fit inside the budget, and whether the assumed teacher, data, AI, specialist, or project access exists.

A second shortcut starts with one polished programme and compares every rival with its documentation rather than with the same required result. The detailed candidate then appears to dominate because its assumptions and costs are visible while the others remain sketches.

A third shortcut assigns an audience profile to every future learner. It converts a course-design hypothesis into a personal diagnosis and can recommend development without same-holder evidence. The practitioner needs a useful return for both situations: a personal comparison when compatible inputs exist, and a precise learning-product design question when they do not.