The Grid Event Signature Library (GESL) initiative at DOE’s Oak Ridge National Laboratory (ORNL) and Lawrence Livermore National Laboratory (LLNL) is focused on the development of the well-defined, curated, and free-to-access power grid data repository with the goals of advancing the field of machine learning and artificial intelligence (ML/AI) for the grid and facilitating swift response against malfunctions of grid infrastructure.