Every time you use an AI tool today, something happens that most people do not think about. Your words, your questions, your data, travel across the internet to a server owned by a company you may never have heard of, get processed, and a response comes back. The AI is not on your phone or your computer. It lives in a data center somewhere, and you are renting access to it.
That is the current model. It is changing fast.
One of the top trending repositories on GitHub right now is a project called Supertonic, built by a company called Supertone. It is a text to speech system, meaning software that converts written words into spoken audio, and it runs entirely on the device in front of you. No internet connection required. No data sent anywhere. The AI is on your machine.
This is called on device AI or local AI, and it is one of the most significant developments happening in technology right now. The reason it matters goes beyond just privacy, though privacy is a large part of it.
When AI runs locally, it is instantaneous. There is no round trip to a server. There is no latency, no outage risk, no subscription fee tied to server costs, and no company reading your inputs to improve their model. It works on a plane. It works in a hospital where internet access is restricted. It works in a factory where sending data off site is a security violation.
The reason this was not possible a few years ago is hardware. AI models require enormous computing power, and that power only existed in data centers. What has changed is that chips, the processors in your phone and laptop, have become powerful enough to run meaningful AI tasks locally. Apple started this with their Neural Engine. Qualcomm followed with their Snapdragon chips. Now the software is catching up.
What you are watching on GitHub Trending is developers building the tools and frameworks that will make on device AI the default rather than the exception. The next generation of apps will not ask for an internet connection to think. They will think on your device, with your data staying exactly where it belongs.