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.
Enable the user to access an explanation of why the AI system behaved as it did.
Maintain short-term memory and allow the user to make efficient references to that memory.
Personalize the user’s experience by learning from their actions over time.