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.
Limit disruptive changes when updating and adapting the AI system’s behaviors.
Inform the user when the AI system adds or updates its capabilities.