The myth of computational level theory and the vacuity of rational analysis
Barton L. Anderson · Behavioral and Brain Sciences · 2011
Abstract I extend Jones & Love's (J&L's) critique of Bayesian models and evaluate the conceptual foundations on which they are built. I argue that: (1) the “Bayesian” part of Bayesian models is scientifically trivial; (2) “computational level” theory is a fiction that arises from an inappropriate programming metaphor; and (3) the real scientific problems lie outside Bayesian theorizing.