Calm Technology for AI UI

Amber Case's 8 principles of Calm Technology, applied to AI-native interfaces. The goal: inform users without demanding attention.

The 8 Principles

Source: Amber Case, "Calm Technology" (2015); Mark Weiser, Xerox PARC (1991)

Require the least possible attention — AI works in the background. Users focus on their task, not the AI.
Inform and calm — AI notifications should inform without interrupting. A subtle pulse, not a popup.
Make use of the periphery — AI activity belongs at the edge of attention, not the center. Users notice it when needed, ignore it when not.
Amplify the best of technology and humanity — AI makes humans more capable. It doesn't replace human judgment.
Communicate without speaking — Visual indicators (glows, badges, color shifts) are often better than text notifications.
Work even when it fails — If the AI service is down, the app must still work. Graceful degradation is mandatory.
Use the minimum needed — Don't add AI features just because you can. Every AI feature must earn its place.
Respect social norms — AI behavior should be predictable. Users should know what to expect.