In this feature, we will highlight the most interesting features of the new Hopper and Grace computer chips and the Hopper product family (Fig. 1), just announced by Nvidia at their GTC 2022 event \cite{blog} and detailed in the Hopper Whitepaper \cite{architecture}. The product family aims to cover from small enterprise workloads to exascale HPC and trillion-parameter AI models. We will include some of the history behind the Nvidia technologies and their most useful features for computational scientists.