In this talk, we explore the structure of some non-compact linear operators and embeddings between function spaces. While traditional tools such as approximation, Kolmogorov, and entropy numbers effectively describe compact operators, they fail to provide insights into the finer structural properties of non-compact maps. We discuss the necessity of employing more refined notions, notably strict singularity, finite strict singularity, and Bernstein numbers, to characterize the degree of non-compactness adequately. Focusing specifically on embeddings between Besov and Sobolev spaces, as well as the Fourier and Hilbert transformations, we highlight recent advancements in understanding these mappings through the lens of Bernstein numbers and using concepts of maximal non-compactness and strict singular operators. Our results demonstrate that Bernstein numbers, initially introduced and later neglected, are indispensable for revealing detailed structural differences between non-compact maps. In particular, we provide conditions under which embeddings are strictly singular, finitely strictly singular, or fail to exhibit strict singularity entirely, thus enriching the classical theory of functional analysis. Lecter is based on series of joint papers with Chian Yeong Chuah, Liding Yao, and David E Edmunds.