Learning Guide
The science and engineering behind TrainRun - how active recall, spaced repetition, and adaptive difficulty come together in a game-based learning system.
Learning Science
What Is Active Recall and Why It Works
How actively retrieving information from memory builds stronger neural pathways than passive review - and how TrainRun embeds micro-retrievals into gameplay.
How Spaced Repetition Builds Long-Term Memory
The science of forgetting curves and optimal review scheduling - including the FSRS-inspired decay model that powers TrainRun’s retention engine.
Retrieval Practice: The Most Effective Study Technique
Why testing yourself beats re-reading - and how TrainRun generates section quizzes and final integration tests from your content.
Desirable Difficulty: Why Struggle Improves Learning
How productive failure and adaptive challenge maintain flow state - and how TrainRun scales difficulty based on mastery signals.
Confidence Calibration: Know What You Don’t Know
How rating your confidence before seeing the answer reveals illusions of competence and fragile knowledge.
Testing & Performance
How AI Generates Effective Learning Questions
Inside the pipeline that transforms transcripts into validated retrieval questions - from concept extraction to distractor design.
Interleaving: Why Mixing Topics Beats Blocking
How mixing different concepts in practice sessions improves transfer and flexibility - and how TrainRun’s final tests weave concepts across sections.
Game-Based Learning
Why Game-Based Learning Works for STEM
The difference between gamification and game-based learning - and how flow state, challenge progression, and immediate feedback drive retention.
How to Actually Learn from YouTube Videos and Lectures
Why passive watching fails, how attention decays during lectures, and how transforming video into active engagement solves the retention problem.
Platform Methodology
Immersive Learning
Getting Started
How It Works
Step-by-step walkthrough of how TrainRun transforms any content into an interactive learning game.
About TrainRun
Our mission to fight passive consumption through active learning sessions.
Pricing & Plans
Free tier with daily runs and rewarded extensions, or unlimited Pro access.
Transparency & Policies
AI Transparency
How we use AI models and our commitments around limitations.
Privacy Policy
What data we collect, how it’s used, and your rights.
Terms of Service
The agreement governing your use of TrainRun.
Copyright & DMCA
Our copyright policy and DMCA takedown process.
Educational Disclaimer
TrainRun is a learning aid, not a substitute for certified education.