Recent developments in pointwise ergodic theory use a variety of different areas. In this talk we will describe connections with additive combinatorics, analytic number theory and harmonic analysis with recent progress in pointwise ergodic theory. This is joint work with D. Kosz, M. Mirek, S. Peluse and R. Wan.