Cross-correlations between critical zeros of different L-functions exhibit properties analogous to cross-correlations between related chaotic spectra. This phenomenon can be analysed in the framework of parametric random matrix theory. I will also discuss other structures in analytic number theory which exhibit striking similarities to properties of dynamical systems.