THE LEARNING LAB
Ideas to help you learn better.
Research, methods and fresh perspectives to understand learning, build autonomy and help education evolve.
Published articles
AI Saved Planning Time—but Did It Improve the Lesson? How Schools Can Separate Efficiency, Resource Quality and Learning
A three-ledger framework for distinguishing AI planning efficiency, resource quality and classroom learning, grounded in the 2026 Aila trial.