Sensible AI: Re-imagining Interpretability and Explainability using Sensemaking Theory

Harmanpreet Kaur, Eytan Adar, Eric Gilbert +1

Understanding how ML models work is a prerequisite for responsibly designing, deploying, and using ML-based systems. With interpretability approaches, ML can now offer explanations…