Abstract Objective: Based on social cognitive theory and conservation of resources theory, this study examines how perceived AI capability (PAC) relates to learning engagement (LE) in smart education environments. It focuses on the mediating role of academic self-efficacy (ASE) and the moderating role of teacher-student relationship (TSR). Methods: A three-wave longitudinal design was implemented over one academic semester.