This article from the Future of Privacy Forum looks at how understanding AI and its underlying algorithmic processes present new challenges not only for privacy officers, but also anyone responsible for data governance. The article also addresses the new ethical and practical challenges that come with AI that companies must address as they seek to maximize consumer benefits while preventing potential harms.