Thought Cards

Teaching the Machines

Teaching the Machines

Design systems were built for a world where humans crafted every pixel, but that world is disappearing. As creation shifts from drawing to directing, the real source of truth moves from artifacts to the logic, constraints, and semantics that models - and MCP-driven agents - can actually operate on. Future systems become generative grammars that guide AI behavior end-to-end, teaching machines how to build interfaces autonomously rather than documenting how they should look.

Teaching the Machines