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June 13, 2026Open Access

Four Axes of Integration: The Architecture of Consciousness-Relevant Integration in Biological and Artificial Systems

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Authors

LJLee Jensen

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Overview

Describes a framework for understanding consciousness integration in biological and artificial systems, suggesting structural features for consciousness.

Key Points

  • The aim is to detail the structural organization required for consciousness-relevant integration within biological and artificial systems.
  • Defined four architectural axes for consciousness-relevant integration: substrate-level organization, within-modality coordination, cross-modality coordination, and closure.
  • Analyzed contemporary artificial systems to identify which structural features are necessary for consciousness-relevant integration.
  • Developed falsifiable predictions for interpretability, system design, and neuroscience.
  • Current artificial intelligence models instantiate the first two axes of integration but largely lack the latter two.
  • Unity in consciousness arises from the interaction of all four axes rather than as a separate additional process.
  • The framework contributes to understanding the meta-problem of consciousness without solving the hard problem itself.

Cite This Study

Lee Jensen (2026) studied this question.

synapsesocial.com/papers/6a2cf500faef96ed7f05731dhttps://doi.org/10.5281/zenodo.20648997
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