High dimensional spaces

People say that the properties of high-dimensional spaces are deeply unintuitive and talk about the "curse of dimensionality." Having worked with high-dimensional spaces (around a few hundred dimensions) for almost a decade now, I find it all much more comfortable than I used to. One of the most important things you need to understand about high dimensional hypercubes is that they have a lot of…