
Ask most people what artificial intelligence is, and they will describe a conversation. You type, it answers. In three short years the chatbot has become the entire public face of AI.
It is also the smallest part of what is coming. The text box is the earliest, most primitive form of this technology. And we are already moving past it.
The next frontier is not going to be a bigger language model. It is a different kind of model altogether. A language model predicts the next word. A world model predicts the next state of reality: what happens if this object falls, if this market moves, if this patient is given this drug. An action model does not describe the world – it acts in it, takes steps, uses tools, changes something and observes the result. Language was how machines learned to talk. World and action models are how they learn to understand, and to do.
This is a far bigger change than it sounds. A system that only predicts words can be fluent and still have no grip on reality. Which is exactly why today's models hallucinate so confidently. A system that carries a model of the world can check itself against consequences, not merely against grammar.
By 2030 I do not think we will talk to AI the way we do now. The conversation was how we began, a way for humans and machines to get used to each other. What comes next is a lot more consequential: systems that hold a working model of a factory, a supply chain, a body, a city, and act inside it on our behalf. Less a voice in a box. More an intelligence woven into the machinery of the world.
Share
Continue Reading

Read
→

Read
→

Read
→