We discuss recent studies and predictions for nuclear clustering and dynamics within the framework of the ab initio symmetry-adapted no-core shell model, which has opened new domains of the nuclear chart. In this framework, we show the emergence from first principles of collectivity and clustering in light to mediummass nuclei, with implications for constructing ab initio optical potentials, for studying clustering in stable and unstable nuclei, for reproducing enhanced deformations without effective charges, and for the formation of clusters and its sensitivity to the underlying inter-nucleon force.