The traditional approach to AI ethics, developing principles and guidelines after systems are built, has proven inadequate. Major technology companies routinely publish ethical AI principles while simultaneously deploying systems that violate these very principles in practice. A comprehensive study by Stanford University’s Human-Centered AI Institute found that while many technology companies have released AI principles,…