A Generative AI-Enhanced Mobile Learning Framework for Adaptive Human–Machine Collaboration
Ubiquitous mobile learning has emerged as a central modality in higher education. While generative artificial intelligence offers significant potential for personalized learning, its deployment is constrained by two fundamental bottlenecks: the hard resource limitations of end-device computing and the inadequate adapta...