Imaging systems play an increasingly important role in modern scientific research and clinical medicine. But how do we quantify their performance?If the system is used to make a decision or estimate a parameter, how effectively can it do so? Can we quantify the uncertainty in these estimates? In this tutorial-level talk, I’ll introduce the mathematical and statistical modeling framework of task-based efficacy theory, and discuss how this theory is applied to understand new types of scientific imaging systems.