Back in the day, using machine learning capabilities was only possible over the cloud, as it required a lot of compute power, high-end hardware, etc. But mobile devices nowadays have become much more powerful and our algorithms more efficient. All this has led to on-device machine learning being a possibility and not just a science fiction theory.
On-device machine learning is being used everywhere, such as: