Intelligent tutoring systems — the field that predates LLMs — remains the wiki's reference architecture: zerkouk-comprehensive-review-its-2025, llm-math-tutoring, stanbkt-bayesian-knowledge-tracing, and tutoring-effectiveness-index connect classical ITS to LLM-era tutors, with the shared question being pedagogical effectiveness, not just capability (intelligent-tutoring, knowledge-tracing).
Related Pages
- special-r1-rl-special-education — links here
- tutoring-effectiveness-index — links here
- self-efficacy-tutoring-learning — Self-Efficacy and Favorability Shape Learning from Tutoring
- paratutor-parent-child-tutoring — ParaTutor
- lecturaagents-multi-agent-teaching — LecturaAgents
- rethinking-scaffolding-llm-tutors — Rethinking Scaffolding in LLM Tutors
- ai-assessment-human-tutors -- AI-driven assessment of human tutor training performance correlates with real-li...
- astra-atco-training-simulator -- ASTRA uses autonomous AI sim-pilots for scalable air traffic control training; r...
- medeasy-ai-standardized-patients -- MedEasy multi-agent system simulates standardized patients with varying conditio...
- learning-to-prompt-adaptive-tutoring -- Learning to Prompt: Improving Student Engagement with Adaptive LLM-based High-School Tutoring
- elevate-genai-virtual-tutors — intelligent tutoring system design
- gaze-informed-ai-children — intelligent tutoring systems
- kutti-ai-voice-first-learning-companion — lightweight multi-signal alternative to full learner modeling