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Can resources save rationality? “Anti-Bayesian” updating in cognition and perception

Published online by Cambridge University Press:  11 March 2020

Eric Mandelbaum ,
Isabel Won ,
Steven Gross  and
Chaz Firestone
Eric Mandelbaum
Affiliation:
Baruch College, CUNY Graduate Center, Department of Philosophy, New York, [email protected]://ericmandelbaum.com
Isabel Won
Affiliation:
Department of Psychological & Brain Sciences, Johns Hopkins University, Baltimore, [email protected]@jhu.eduhttp://perception.jhu.edu
Steven Gross
Affiliation:
Department of Philosophy, Johns Hopkins University, Baltimore, [email protected]://sites.google.com/site/grosssteven/
Chaz Firestone
Affiliation:
Department of Psychological & Brain Sciences, Johns Hopkins University, Baltimore, [email protected]@jhu.eduhttp://perception.jhu.edu
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Abstract

Resource rationality may explain suboptimal patterns of reasoning; but what of “anti-Bayesian” effects where the mind updates in a direction opposite the one it should? We present two phenomena – belief polarization and the size-weight illusion – that are not obviously explained by performance- or resource-based constraints, nor by the authors’ brief discussion of reference repulsion. Can resource rationality accommodate them?

Type
Open Peer Commentary
Information
Behavioral and Brain Sciences , Volume 43 , 2020 , e16
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Copyright
Copyright © Cambridge University Press 2020

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References

Batson, C. D. (1975) Rational processing or rationalization? The effect of disconfirming information on a stated religious belief. Journal of Personality and Social Psychology 32:176–84.CrossRefGoogle Scholar
Brayanov, J. B. & Smith, M. A. (2010) Bayesian and “anti-Bayesian” biases in sensory integration for action and perception in the size–weight illusion. Journal of Neurophysiology 103:1518–31.CrossRefGoogle ScholarPubMed
Buckingham, G. (2014) Getting a grip on heaviness perception: A review of weight illusions and their probable causes. Experimental Brain Research 232:1623–29.CrossRefGoogle ScholarPubMed
Buckingham, G. & Goodale, M. A. (2013) When the predictive brain gets it really wrong. Behavioral and Brain Sciences 36:208–09.CrossRefGoogle ScholarPubMed
Charpentier, A. (1891) Analyse experimentale: De quelques elements de la sensation de poids. [Experimental analysis: On some of the elements of sensations of weight]. Archives de Physiologie Normale et Pathologique 3:122–35.Google Scholar
Festinger, L., Riecken, H. W. & Schachter, S. (1956) When prophecy fails. University of Minnesota Press.CrossRefGoogle Scholar
Gilbert, D. T., Pinel, E. C., Wilson, T. D., Blumberg, S. J. & Wheatley, T. P. (1998) Immune neglect: A source of durability bias in affective forecasting. Journal of Personality and Social Psychology 75:617–38.CrossRefGoogle ScholarPubMed
Jern, A., Chang, K.-M. K. & Kemp, C. (2014) Belief polarization is not always irrational. Psychological Review 121(2):206–24.CrossRefGoogle Scholar
Liberman, A. & Chaiken, S. (1992) Defensive processing of personally relevant health messages. Personality and Social Psychology Bulletin 18:669–79.CrossRefGoogle Scholar
Mandelbaum, E. (2019) Troubles with Bayesianism: An introduction to the psychological immune system. Mind & Language 34:141–57.CrossRefGoogle Scholar
Peters, M. A. K., Ma, W. J. & Shams, L. (2016) The size-weight illusion is not anti-Bayesian after all: A unifying Bayesian account. Peer J 4:e2124.CrossRefGoogle Scholar
Plous, S. (1991) Biases in the assimilation of technological breakdowns: Do accidents make us safer? Journal of Applied Social Psychology 21:1058–82.CrossRefGoogle Scholar
Taber, C. S. & Lodge, M. (2006) Motivated skepticism in the evaluation of political beliefs. American Journal of Political Science 50:755–69.CrossRefGoogle Scholar
Wei, X.-X. & Stocker, A. A. (2015) A Bayesian observer model constrained by efficient coding can explain “anti-Bayesian” percepts. Nature Neuroscience 18(10):1509–17. doi:10.1038/nn.4105.CrossRefGoogle ScholarPubMed
Wei, X.-X. & Stocker, A. A. (2017) Lawful relation between perceptual bias and discriminability. Proceedings of the National Academy of Sciences 114(38):10244–49. doi:10.1073/pnas.1619153114.CrossRefGoogle ScholarPubMed
Won, I., Gross, S. & Firestone, C. (2019) Impossible somatosensation. PsyArXiv.CrossRefGoogle Scholar