Socratic Dialogue
Guided conversations that help you discover answers through carefully sequenced hints, prompts, and questions — not just explanations.
Adaptive Intelligent Tutoring
Learn through
conversation
SIAIS is a dialogue-based tutoring system that adapts to you. It guides discovery through Socratic questioning, tracks your understanding in real time, and meets you where you are.
Evidence-based pedagogy
Real-time knowledge tracing
Personalized for every learner
Tutoring Session
Socratic EMT
Pedagogy Model
Bayesian (BKT)
Knowledge Tracing
Multi-strategy
Adaptive Selection
xAPI
Learning Records
How it works
A tutor that understands you
Every conversation is a feedback loop. The system listens, evaluates, adapts — and the learning experience improves with every turn.
Knowledge Tracing
Bayesian models track your mastery of each concept in real time. The tutor knows what you've learned and what needs more work.
Misconception Detection
Identifies common misconceptions the moment they surface, and responds with targeted remediation so misunderstandings don't persist.
Adaptive Strategies
From direct instruction to discovery learning — the system selects the best pedagogical approach based on your progress and needs.
Learn Anywhere
Browser-based with no installation needed. Your progress is stored securely and you can resume any session where you left off.
Multi-Topic Curriculum
Structured topics with typed expectations, hints, and assessments. Each topic is a complete learning module crafted by experts.
Available Topics
Start exploring
Newton's Third Law of Motion
Explore action–reaction force pairs through guided Socratic dialogue. Confront common misconceptions about forces and motion.
Conservation of Energy
Understand energy transformations, work-energy theorem, and conservation principles through interactive dialogue.
Natural Selection
Explore the mechanisms of evolution through Darwin's framework — variation, inheritance, selection, and time.
Ready to learn?
Start a tutoring session and experience adaptive dialogue-based learning.