Setting the Demons Loose: Computational Irreducibility Does Not Guarantee Unpredictability or Emergence

Philosophy of Science 89 (4):761-783 (2022)
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Abstract

A phenomenon resulting from a computationally irreducible (or computationally incompressible) process is supposedly unpredictable except via simulation. This notion of unpredictability has been deployed to formulate recent accounts of computational emergence. Via a technical analysis, I show that computational irreducibility can establish the impossibility of prediction only with respect to maximum standards of precision. By articulating the graded nature of prediction, I show that unpredictability to maximum standards is not equivalent to being unpredictable in general. I conclude that computational irreducibility fails to fulfill its assigned philosophical roles in theories of computational emergence.

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Hamed Tabatabaei Ghomi
Cambridge University

Citations of this work

Irrational methods suggest indecomposability and emergence.Hamed Tabatabaei Ghomi - 2023 - European Journal for Philosophy of Science 13 (1):1-21.
Irrational methods suggest indecomposability and emergence.Hamed Tabatabaei Ghomi - 2023 - European Journal for Philosophy of Science 13 (1):1-21.

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References found in this work

Studies in the logic of explanation.Carl Gustav Hempel & Paul Oppenheim - 1948 - Philosophy of Science 15 (2):135-175.
Special sciences: Still autonomous after all these years.Jerry Fodor - 1997 - Philosophical Perspectives 11:149-63.
Weak emergence.Mark A. Bedau - 1997 - Philosophical Perspectives 11:375-399.
Weak Emergence.Mark A. Bedau - 1997 - Noûs 31 (S11):375-399.

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