Beyond expert users: agents should help users construct preferences, not just elicit them

Irena Saracay, Ludwig Schmidt, Carlos Guestrin

Agents typically assume an expert user -- one with well-formed preferences about what they want -- and default to clarifying questions whenever the task is underspecified. We argue…