AI Leadership Decision Lab

You are the leader. Your institution is considering AI for recruitment, teaching, and performance decisions. Your choices will shape staff trust, fairness, accountability, and the quality of decisions.

Learning note: These fictional scenarios simplify complex organisational choices. Several responses may be defensible in particular contexts; feedback explains the stronger option given the facts provided. The profile is formative, not a validated psychological or leadership assessment. This digital version reflects my use of interactive, scenario-based leadership activities.