Model Cards: A Nutrition Label for Predictive Models

AI and machine learning play an important role in our daily lives, but there is often a lack of transparency associated to how the models work and what inputs were provided to train them. Model cards, a “nutrition label” for machine learning models, are one easy-to-implement way to begin addressing this challenge and bring more visibility to the public on how predictive models are being used to impact them.