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
Why AI Use Mandates Alone Don't Create an AI-Ready Workforce
A blanket instruction to use AI leaves important decisions unanswered. A fictional workplace example shows how leaders can ask for demonstrated capability and justified choices instead.
Shadow AI at Work: When Employees Use AI Without Approval
Unapproved AI use is a visibility problem as well as a behaviour problem. A practical analysis of what leaders need to learn before they respond—and how to make an approved route workable.