The prevailing narrative in educational technology champions the “adorable” tutor—a gamified, anthropomorphized interface designed to charm users into engagement. This perspective, however, fundamentally misinterprets the profound pedagogical potential of structured observation. True efficacy lies not in superficial charm, but in leveraging observational learning theory and metacognitive frameworks to engineer transformative skill acquisition. This article deconstructs …
Beyond Cute The Cognitive Science of Tutor Observation
