We introduce some recent progress on distribution of central values of $L$-functions in quadratic twists families, including the determination of GL(3) automorphic forms, the Keating--Snaith conjecture, and the Farmer--Gonek--Hughes conjecture. This talk is based on joint works with Bingrong Huang and a joint work in progress with Mingyue Fan and Sizhe Xie.