Design & Systems

39 principles for designing human-AI interaction

Framework icons arranged as rubiks cube

An applied framework for designing AI interfaces that support appropriate reliance, user control, transparency, and responsible autonomy.

Traditional interfaces are built around predictable behavior. A control has a defined function. A workflow has known states. Errors can be anticipated and…

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