One challenge in education today is: generic AI skills for learners are increasingly seen as essential, but they are not enough on their own (WEF, 2025). Interventions that focus narrowly on technical know-how (Sperling et al., 2025; Deriba & Sanusi, 2025) risk reducing AI literacy to a tick-box exercise and deepening the gap between students who merely use AI and…
