New findings challenge one-size-fits-all approaches to model explanations.
AI explanations are only useful when they meet the needs, expertise, and context of the person receiving them.
Our latest study examines how clinicians, data scientists, and members of the public interpret the same model explanations. The results point toward a more adaptive approach to transparent AI.
We are releasing our evaluation framework and study materials to support further research in this area.