To push the frontiers of geosciences forward, Nonlinear Processes in Geophysics has collated a collection of papers on artificial intelligence and the complexity of the geosciences. These articles explore a broad range of topics from original applications to methodological questions and disruptive concepts. This collection will highlight the diversity of techniques and approaches as well as the key trends.