TLDR Design · OPINIONS & TUTORIALS

THE LAYERS OF AI EXPERIENCE

emilycampbell.co21 min read

Summary from the TLDR Design newsletter

Generative AI has made product systems probabilistic and multi-dimensional, rendering the traditional deterministic design model insufficient. A new framework of six interdependent layers (user interface, context, harness, model, governance, and emergence) shows that design influence now extends well below the surface interface. Effective AI designers must be fluent across all these layers, from shaping model behavior and context engineering to accounting for unpredictable emergent outputs they can't fully control.