Motivations for a Bayesian approach
A consistent framework for integrating
   previous experience and current evidence
A quantitative model for “abduction”
       = reasoning about the best explanation
A general method
for turning a generative model into an analytic one
        = “analysis by synthesis”
        helpful where |categories| << |signals|
These motivations apply both in engineering practice
   and in the evolution of biological systems