“…The theoretical foundations of our perspective are found in classical pragmatism (Dewey, 1915;Peirce, 1931Peirce, -1958 and in cognitive psychology's view of the human brain as a theory testing and error minimization device (Brunswik, 1956;Oaksford & Chater, 2007). Pragmatism represents a theoretical cornerstone for our theorizing given deep connections between Knight's (1921) landmark research program on uncertainty, and the core tenets of pragmatism, such as the practical value of resources in solving problems at hand, parallels between common sense inquiry and scientific inquiry, and the role of experimentation for learning (Dewey, 1938;Nash, 2003;Nash & Rybak, 2010). Cognitive psychology (Hohwy, 2013;Navarro & Perfors, 2011) complements our reasoning by showing that we see the world through "theories in use"theories which function as "priors", which we then update in order to minimize prediction error between our theories and the data we generate (Clark, 2013;Hastie & Dawes, 2010).…”