We conclude that the proposed emle-engine package provides stable ML/MM MD trajectories, can be used with existing QM/MM codes and is compatible with arbitrary in vacuo ML potentials. We also show that the EMLE model is sufficiently flexible to capture changes in the electronic interaction between the embedded subsystem and the surroundings, paving the way for the use of MLP/MM simulations of chemical processes.