Large language models like ChatGPT have hit the mainstream, but most applications of today follow the same format: a text box. That's because we're currently in the "MS DOS" stage of interfaces for machine learning – creating interfaces which conform to the shape of the system, not the shape of the human on the other end. This talk explores how AI might help us radically re-think our interaction with computers from the ground up, as the GUI did to command-line computing.