Why is rejection of mathematical expectation an unworkable solution?

This isn't the only scenario where straight expectation is problematic. Pascal's Mugging, timeless decision theory, and maximization of expected growth rate come to mind. That makes four.

In my opinion, LWers should not give expected utility maximization the same axiomatic status that they award consequentialism. Is this worth a top level post?