Building Accountability Into AI Systems by Design: Who Watches the Model?
Accountability cannot be bolted onto an AI system once it is built. Designing in the ability to trace a decision, name its owner and challenge its output is what makes oversight possible at all, and retrofitting those properties costs far more than specifying them at the start.