---
source_url: https://arxiv.org/abs/2507.12484v1
ingested: 2026-05-07
sha256: 3d5614fd5b7354360545ae393ae3f42eff144f5224dfe736f78d014e76dff3a1
---

AIED 2025. Multi-agent AI tutoring platform for mathematics combining adaptive and personalized feedback, structured course generation, and textbook knowledge retrieval. Enables modular, tool-assisted learning: students learn new topics while identifying weaknesses, revise for exams, and practice unlimited personalized exercises. Moves beyond reactive assistance to structured, individualized, tool-assisted learning experiences.