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Can Bayesian Models of Cognition Show That We Are (Epistemically) Rational?

Research output: Contribution to journalArticlepeer-review

Abstract

According to [Bayesian] models in cognitive neuroscience, says a recent textbook, the human mind behaves like a capable data scientist. Do they? That is, do such models show we are rational? I argue that Bayesian models of cognition, perhaps surprisingly, don't and indeed can't show that we are Bayes-rational. The key reason is that they appeal to approximations, a fact that carries significant implications. After outlining the argument, I critique two responses, seen in recent cognitive neuroscience. One says that the mind can be seen as approximately Bayes-rational, while the other reconceives norms of rationality.

Original languageEnglish
Pages (from-to)1069-1078
Number of pages10
JournalPhilosophy of Science
Volume90
Issue number5
DOIs
StatePublished - 17 Dec 2023

All Science Journal Classification (ASJC) codes

  • History
  • Philosophy
  • History and Philosophy of Science

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