This post discusses some of the issues surrounding opacity in AI. In particular, I discuss: Is AI opaque in a way that other technologies are not? Should we aspire to or enforce some degree of transparency? What are the implications of pushing on with research and development in this space if we do not or cannot resolve this?

While a precise definition of ‘opacity’ in AI systems remains undefined (with Zachary Lipton arguing that any…