Davos 2019, the annual meeting of the World Economic Forum, took place in January in its namesake city of Switzerland. Unsurprisingly, AI emerged as one of the leading topics of discussion (with 40 sessions dedicated to it, second only to US-China trade). Most of the conversation, however, centered on articulating abstract principles about the importance of ethics in AI, or, at best, calls for collaboration and research in this area.