Make it easy to dismiss or ignore undesired AI system services.
Make it easy to edit, refine, or recover when the AI system is wrong.
Maintain short-term memory and allow the user to make efficient references to that memory.
Enable the user to provide feedback indicating their preferences during regular interaction with the AI system.
Immediately update or convey how user actions will impact future behaviors of the AI system.