  We explore the following question: Is a decision-making program fair, for
some useful definition of fairness? First, we describe how several algorithmic
fairness questions can be phrased as program verification problems. Second, we
discuss an automated verification technique for proving or disproving fairness
of decision-making programs with respect to a probabilistic model of the
population.
