Stephen Godspower

Continuously Adaptive Curricula: Using Learner Models to Restructure Instruction in Real Time

Large language models can generate explanations and tutoring dialogue on demand, but most systems still rely on a curriculum that was fixed at the start of learning. The result is a path that does not change when a learner masters material early or repeatedly struggles with a prerequisite. This paper argues that the mo...