Title: Points of high rank Abstract: Given a closed subvariety X in a projective space, the rank with respect to X of a point p in this projective space is the least integer r such that p lies in the linear span of some r points of X. Let W_k be the closure of the set of points of rank with respect to X equal to k. For small values of k such loci are called secant varieties. I will talk about the loci W_k for values of k larger than the generic rank. They are nested, I will show a bound on their dimensions, and an estimate of the maximal possible rank with respect to X in special cases, including when X is a homogeneous space (particularly, Veronese variety) or a curve. The theory will be illustrated by examples, including Veronese varieties, the Segre product of dimensions (1,3,3), and curves. An intermediate result provides a lower bound on the dimension of any GL_n orbit of a homogeneous form. Based on a joint work with Kangjin Han, Massimiliano Mella, and Zach Teitler: https://arxiv.org/abs/1703.02829 and perhaps also https://arxiv.org/abs/1503.08253 .