Ideas to help you learn better.
Research, methods and fresh perspectives to understand learning, build autonomy and help education evolve.
Published articles
Flint: Building Personalized AI Learning Experiences for Students
An evidence-aware guide to Flint's guided AI learning platform with a US classroom lesson, teacher safeguards, pilot framework, and learner autonomy perspective.
Snorkl: How AI Helps Teachers Understand Student Thinking
Snorkl records learners explaining ideas through speech and drawing, then offers AI feedback. Here's how to use it to uncover misconceptions without replacing teacher judgment.
Class Companion: How AI Feedback Could Transform Student Writing
Can instant AI feedback make students better writers—or just faster revisers? A teacher-focused Class Companion guide with a 20-minute routine, safeguards and a 10-day pilot.
Brisk Teaching: How AI Helps Teachers Save Time and Give Feedback
Brisk Teaching can speed up feedback and lesson preparation—but can students use the comments to improve? A practical US teacher's guide to Brisk, safeguards and learning evidence.
MagicSchool AI: The AI Teaching Assistant Changing Lesson Planning
An independent US K–12 guide to MagicSchool AI: its origin, teacher tools, pricing and privacy, plus a fifth-grade classroom example and a 14-day evaluation plan.