Establishing Foundations for AI-Integrated Feedback
SE-Coach
Transform Mathematical Learning
Harness the power of self-explanation to unlock deep mathematical understanding. Our AI-powered platform guides students through proven learning techniques that boost comprehension by up to 89%.
The Self-Explanation Revolution
Why simply reading proofs isn't enough to build true understanding.
❌ The Research-Identified Problem
Students skip explanatory text in mathematical proofs
Focus on formulas, not logical connections
Move through arguments without understanding inferences
Cannot judge validity of even simple proofs
Eye tracking confirms poor reading patterns vs. mathematicians
Research: Shepherd, Selden & Selden (2012); Weber (2010); Inglis & Alcock (2012)
✅ SE-Coach's Solution
AI-guided questioning of each proof statement
Digital training that relates statements to existing knowledge
Automated feedback distinguishing high-quality explanations
Progress tracking showing comprehension improvement
Scalable platform for institutional deployment
Built on proven 20-minute training methodology
“
Students who received self-explanation training achieved comprehension scores higher by almost one standard deviation compared to those who studied without training. The effect persists over time, with benefits observed three weeks after initial training.
— Hodds, Alcock, & Inglis (2014), Loughborough University
Why Self-Explanation Works
The cognitive science behind deeper, more durable learning.
🎯
Higher-Quality Explanations
Audio analysis proves trained students infer more justifications and show greater awareness of proof structure.
👁️
Deeper Concentration
Eye tracking reveals students who received training have longer fixation durations—a direct measure of concentration.
🔗
Better Logical Connection
Gaze patterns show trained students are significantly more attentive to relationships between proof statements.
📈
Measurable Gains
Lab studies demonstrate almost one standard deviation improvement in proof comprehension test scores.
⏰
Persistent Learning
Longitudinal studies confirm benefits lasting at least three weeks, with continued superior performance on new proofs.
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Quick Training Investment
Just 20 minutes of training delivers lasting improvements—now automated in SE-Coach.
How SE-Coach Works
AI-guided self-explanation made simple and effective.
1
Digital Training Module
SE-Coach automates the proven 20-minute training, teaching students to question their understanding of each proof statement.
2
AI-Guided Self-Explanation
Intelligent prompts help students relate statements and distinguish high-quality explanations from paraphrasing.
3
Document Processing & OCR
Upload any proof - SE-Coach processes PDFs and images, converting them to interactive learning experiences.
4
Multi-Tenant Analytics
Institution-wide insights track self-explanation quality, comprehension gains, and learning persistence.
Proven Educational Impact
Research-backed results from self-explanation studies.
1σ
Standard deviation improvement in comprehension
3+
Weeks of persistent learning benefits
20
Minutes of training for lasting impact
5
Research studies confirming effectiveness
Ready to See SE-Coach in Action?
Watch video demonstrations of the self-explanation method and explore our interactive technical demos.