Make it easy to dismiss or ignore undesired AI system services.
Engage in disambiguation or gracefully degrade the AI system’s services when uncertain about a user’s goals.
Personalize the user’s experience by learning from their actions over time.
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.