The world is just starting to wake up to this technology called artificial intelligence, and we’re nowhere close to the end. But where are we going from here? What is the right next step?

Invisible AI

Remember when you had to manually tag your friends on Facebook? You would upload a photo, hover over a friend’s face, click on their nose, and type their name. At the time, it felt revolutionary. We could annotate our friends in our own photos.

I still think that interaction had a lot to do with Facebook’s early growth.

Under our noses, Facebook switched it all up. Using the data people had manually labeled, it built systems that could make suggestions automatically. Instead of seeking out machine learning, people encountered it exactly when it was useful.

Look around and that pattern is everywhere. Netflix recommends something to watch. Amazon recommends something to buy. A camera focuses on a face. A phone sorts a photo library. The machine learning is present without demanding that the user learn a new ritual.

AI is not fully there yet. Chatbots are a good interface because people already know how to talk, but a chat window is not the final destination for intelligence in software.

The revolution becomes ordinary

The companies that shape the future will not only build destinations where people “go use AI.” They will embed useful intelligence into ordinary work until the assistance feels like part of the environment.

That does not mean hiding what a system is doing or removing human control. Invisible should not mean unaccountable. It means the technology appears at the moment of need, through an interface that already makes sense, with boundaries a person can understand.

When AI becomes ordinary enough that we stop naming every interaction after the model behind it, we will know the interface has matured.