We will first review work by A.Weinstein and D.Moore on codimension 2 submanifolds in Euclidean space with positive curvature. I will then present recent work, joint with L. Florit, on rigidity properties in the case of non- negative curvature. Finally I will discuss some conjectures in codimension 2 and 3.