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
Human in the Loop: Where Teacher Judgment Must Remain in AI-Supported Education
A practical governance framework for meaningful human oversight in education, defining decision rights, consequence levels, review conditions and the RED LINE test.