HAX Design Library

Interactive collection of the 18 Guidelines for Human-AI Interaction, with design patterns for applying them and examples.
Guideline 13

Learn from user behavior

Personalize the user’s experience by learning from their actions over time.
Guideline 16

Convey the consequences of user actions

Immediately update or convey how user actions will impact future behaviors of the AI system.
Guideline 18

Notify users about changes

Inform the user when the AI system adds or updates its capabilities.