The computer sitting in front of you can already run useful AI on its own.
A local model makes that possible. You download the model and run it directly on your machine. Your prompts can stay there too. It keeps working without an internet connection, and there is no per-use meter running in the background.
A few years ago, doing this was mostly for people willing to spend time in terminals and model files. It is getting much easier.