it is often not clear what level of accuracy, fairness, or transparency is necessary for a minimum viable AI product. It may be fine to deploy a prototype of a wine-recommendation AI which is 70 per cent accurate, but most people would reject a self-driving car that stops at only 99 per cent of stop signs, ignoring the other 1 per cent.