In the talk we will discuss general bounds for the sampling discretization error and their applications to the problem of universal sampling discretization, discretization in Orlicz spaces and sampling recovery in Orlicz norms. We deduce these bounds from one of the results by O. Guédon, S. Mendelson, A. Pajor, and N. Tomczak-Jaegermann.