I dunno man. Anytime I start thinking about the space of k-dimensional linear subspaces on an n-dimensional space (i.e. Gr(n,k)), and about points on that space, my mind begins to get warped.

The big question is how can other metrics be used as a way of identifying clustered points on a manifold.

I think we'll see how persistent homology will be coming into play.