AI-powered simulation is becoming increasingly capable of modeling collective dynamics, capturing how societies behave — but what would it mean to use it to think through transformation? One emerging direction is to rethink simulation as something more than a modeling tool - as a space that helps us explore how different approaches might interact with complex realities. This kind of work reflects a broader shift: from prediction to exploration.