The Outerface – AI → Human Interactive Surfaces
Design the surface from the AI’s needs to humane invitations, exposing state and limits.
Problem / Question We Started With
Design the surface from the AI’s needs to humane invitations, exposing state and limits.
What We Tried
Define a falsifiable question.
Prototype a minimal interface/agent in 1–2 weeks.
Run structured trials with clear metrics.
What We Learned (so far)
Early signals are promising; we’re collecting more evidence.
Related patterns will be linked here as they mature.