ParaTutor: LLM Mediated Parent Child Tutoring through Role Separated Scaffolding Interface in Real Time

Parent child tutoring is a collaborative learning setting with asymmetric roles, where parents guide children s problem solving while children engage in understanding and reasoning. However, most LLM based learning systems are designed for either single users or symmetric collaboration, leaving pare...