A lot of activity around blockchain involves "what can we do with it"? As a group, let’s start from the other end. What problem are we trying to solve? Focusing on several specific problems and assumptions, we’ll contrast blockchain vs. non-blockchain solutions for properties such as efficiency, robustness, trust models.