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.
Persistent Absence Is Not One Problem: A Diagnostic Map for Attendance, Belonging and Learning
A diagnostic framework that distinguishes eight pathways into persistent absence and reconnects attendance work with safety, belonging, learning access, family partnership and agency.