AI models contain a vast, compressed map that they pull every answer and image out of. In his new essay, Kevin Kelly calls this latent space a real creative medium, as consequential as film or photography. Because the model stores patterns instead of copies, the sum of human knowledge fits on a palm-sized card. "This is weird," he says. "Until recently we might have thought that all the information about a thing would take up more storage space than the thing itself. That may be true for a single thing, but not for the aggregate of all things."
A latent space is a map with billions of dimensions, where every idea sits at its own address and every quality is a direction you can travel. Push a picture toward "catness" and it turns more cat; run the arithmetic king minus man plus woman and you land on queen.
Kelly imagines artists choreographing journeys through this space and someday loving the look of obsolete AI models the way we now love film grain and vinyl hiss. The map, he writes, covers "both the real and the possible."
Previously:
• What Claude thinks of Kevin Kelly's essay about Claude
• Kevin Kelly's plan for the smallest library to restart civilization
