Uncertainty, Action, and Interaction: In Pursuit of Mixed-Initiative Computing

There are rich opportunities for interweaving direct control and automation to create mixed-initiative systems and interfaces, and a creative integration of direct manipulation and automated services could provide fundamentally new kinds of user experiences.