My account of utilitarianism, and therefore the alternatives to it, is all about uncertainty. For simplicity, it is mostly stated in terms of risk, but work in progress explains how to make sense of it for a much wider range of ways of representing uncertainty.

A curiously related project with Branden Fitelson examines a new way of thinking about the foundations of comparative likelihood. We argue that it supports Dempster-Shafer belief functions, of which probability functions are a special case.