Weak Emergence, Ontological Hierarchies, and Computational Equivalence

Abstract This paper examines the implications of Bedau’s notion of weak emergence when combined with both a hierarchical ontological model and Wolfram’s principle of computational equivalence. I argue that if a system exhibits weak emergence, the very fact of weak emergence of some of its states must itself be a weakly emergent state. Interpreted through Wolfram’s principle of computational equivalence, this implies that a system with weakly emergent states would need to ‘decide’ whether its own dynamical trajectories are incompressible—which contradicts with the formal undecidability of the incompressibility predicate. I term this aporetic conclusion the paradox of weak emergence. After evaluating possible responses, I contend that Bedau’s approach exemplifies what I call the derivational account of metaphysical relations, a framework that I will show to be highly problematic insofar as it implies a mismatch between the intrinsic limitations of formal derivations and the explanatory ambitions of metaphysical notions.

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Publication Details

Journal
Minds and Machines
Published
2026-07-17
DOI
https://doi.org/10.1007/s11023-026-09794-9
Primary Topic
Philosophy and Theoretical Science
Type
article
Field-Weighted Citation Impact
0.00

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article

Weak Emergence, Ontological Hierarchies, and Computational Equivalence

Vincenzo Ciccarelli
Minds and Machines
Philosophy and Theoretical Science
article

Weak Emergence, Ontological Hierarchies, and Computational Equivalence

Vincenzo Ciccarelli
article en

Abstract

Abstract This paper examines the implications of Bedau’s notion of weak emergence when combined with both a hierarchical ontological model and Wolfram’s principle of computational equivalence. I argue that if a system exhibits weak emergence, the very fact of weak emergence of some of its states must itself be a weakly emergent state. Interpreted through Wolfram’s principle of computational equivalence, this implies that a system with weakly emergent states would need to ‘decide’ whether its own dynamical trajectories are incompressible—which contradicts with the formal undecidability of the incompressibility predicate. I term this aporetic conclusion the paradox of weak emergence. After evaluating possible responses, I contend that Bedau’s approach exemplifies what I call the derivational account of metaphysical relations, a framework that I will show to be highly problematic insofar as it implies a mismatch between the intrinsic limitations of formal derivations and the explanatory ambitions of metaphysical notions.

Minds and MachinesVol. 36(3)
Universidade Federal do Rio Grande do Norte
Reduced inequalities
Openalex Percentile: Top 6%
Philosophy and Theoretical Science
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Weak Emergence, Ontological Hierarchies, and Computational Equivalence — Vincenzo Ciccarelli · Minds and Machines (2026) | TGRS Research Map | TGRS