Abu Ghraib and Witches: What Might Go Wrong if We Let AI Predict Violence from Images

“What do pictures of the Abu Ghraib prison in Iraq and witches have in common? There are many ways to approach this question, but so far AI can only provide us with an unsatisfactory one.“