Path Geometry
Let X = [n] be a finite set of points. An (x,y)-path is a sequence of distinct points that starts with x and ends with y. A path system \Pi on X is a collection of paths with exactly one (x,y)-path for every two distinct points x, y in X. Think of this path P_{x,y} as the chosen path between these two points. We always assume that P_{y,x} coincides with P_{x,y} read in reverse. Every path system gives rise to a graph (X,E) where xy is an edge whenever the path P_{x,y} = x,y, so many of our results are graph-theoretic.
We say that the path system \Pi is consistent if the following holds: For every point z on the path P_{x,y}, this path is the concatenation of the paths P_{x,z} and P_{z,y}. It is easy to construct metric consistent path systems: Assign a positive distance w(u,v) with every pair of points u,v in X and let P_{x,y} be a w-shortest x,y path. Q; Is every consistent path system necessarily metric? The answer is negative and we give various quantitative manifestations of this statement.
In particular we ask: is every consistent path system approximately metric?
The answer is that the largest metric distortion of a consistent path system is \Theta(\sqrt n).
All the papers in this domain are joint with my student Daniel Cizma, some are also with Maria Chudnovsky, if time allows I will also mention a recent result with my students Itai Goldflam