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February 11, 20260 citationsOpen Access

Description Without Causation: A Cognitive Approach to Structural Universality

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PFPhilos Sophia Franny

Key Points

  • To explore the nature of causation and its relation to cognitive processes and structural relations.
  • Analysis of the Stuart-Landau equation as a mathematical model across different domains.
  • Investigation of cognitive labeling through prediction error minimization.
  • Formalization of constraint morphisms via the Order Emergence Structure (OES).
  • Demonstrated that traditional notions of causation do not hold in a mind-independent sense.
  • Identified the distinction between constraint satisfaction and narrative construction.
  • Provided a framework to reconcile views of Humean skepticism and Kantian realism regarding causation.

Abstract

Causation in the metaphysical sense—a primitive relation of necessitation between events—does notexist. What we call “causation” conflates three distinct phenomena. Constraint satisfaction is astructural relation, real and mind-independent, derivable as a theorem. A cognitive label is an attributiongenerated by prediction error minimization when the brain encounters highly predictable regularities.Retrospective narrative is the causal story imposed after convergence from phase transitions whosemicro-level dynamics do not compress into sequential causal accounts. The first is not causation—it ismathematics. Metaphysical causation reduces to the latter two—neural projection and narrativeconstruction—neither of which has a mind-independent referent. The Stuart-Landau equation, whosemathematical structure recurs across physically distinct domains without causal mechanism, providesthe central evidence. The Order Emergence Structure (OES) formalizes the constraint morphismsconnecting these domains, grounded in the analyticity of physical dynamics (Sophia, 2026), and servesas an axiomatic foundation from which “causal” claims are derivable as theorems. This frameworkdissolves the apparent tension between Humean skepticism and Kantian realism about causation: Humeand Norton are correct that the primitive relation has no referent; Kant is correct that structural relationsare real—but wrong to call them causation. For systems exhibiting order through attractive interactions,“why” questions terminate not in deeper causes but in axiomatic derivation.

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Cite This Study

Philos Sophia Franny (2026) studied this question.

synapsesocial.com/papers/698c1c53267fb587c655ea8bhttps://doi.org/10.5281/zenodo.18542639
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