How to classify the type of uncertainty you’re facing and respond accordingly. Uncertainty around AI takes different shapes and forms, but we can boil it down to three main categories that every manager should consider: state , effect and response uncertainty. State uncertainty occurs when managers lack sufficient information to predict market trends and changes. Managers experiencing this type of uncertainty face challenges in understanding AI’s current capabilities and potential developments.