There are a number of examples of decision problems where we are intuitively drawn to go against the prescriptions of precise probabilism. And indeed, many experimental subjects do seem to express preferences that violate the axioms. IP offers a way of representing these intuitively plausible and experimentally observed choices as rational. One classic example of this is the Ellsberg problem (Ellsberg 1961).