IntelliCode: A Multi-Agent LLM Tutoring System with Centralized Learner Modeling

Jones David, Shreya Ghosh

LLM-based tutors are typically single-turn assistants that lack persistent representations of learner knowledge, making it difficult to provide principled, transparent, and long-te…