Imagine the space of all policies, where one point in that space is the current status quo policy. To a first approximation, policy insight consists on learning which directions from that point are "up" as opposed to "down." This space is huge – with thousands or millions of dimensions. And while some dimensions may be more important than others, because those changes are easier to implement or have a larger slope, there are a great many important dimensions.