Unconscious bias refers to the stereotypes, both negative and positive, that exist in our subconscious and affect our behavior (including data selection and interpretation). Interest in unconscious bias modeling has skyrocketed over the past decade. As the global workforce becomes increasingly diversified and the speed of change more volatile, our internal blinders to new people, information and ideas have kicked into overdrive.