HAX Design Library

Interactive collection of the 18 Guidelines for Human-AI Interaction, with design patterns for applying them and examples.
Guideline 12

Remember recent interactions

Maintain short-term memory and allow the user to make efficient references to that memory.
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.