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ZENODO
Preprint . 2026
License: CC BY
Data sources: ZENODO
ZENODO
Preprint . 2026
License: CC BY
Data sources: Datacite
ZENODO
Preprint . 2026
License: CC BY
Data sources: Datacite
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The Dimensional Projection Model: Low-Dimensional Reality as a Functional Interface of a High-Dimensional Generative Architecture

Authors: Wagner, Jorge;

The Dimensional Projection Model: Low-Dimensional Reality as a Functional Interface of a High-Dimensional Generative Architecture

Abstract

Abstract: This paper introduces the Dimensional Projection Model (DPM), a unifying framework that explains cognition through the geometric necessity of dimensional projection. We propose that perception, intuition, and conscious experience emerge as stabilized outcomes of a continuous projection from a high-dimensional generative substrate into a low-dimensional, actionable interface (the experienced 3D+T world). The model reframes perceptual filtering and dimensional reduction not as limitations but as functional prerequisites for stable, coherent cognition. Key Contributions: Formal distinction between coherence navigation and probabilistic prediction. Reconceptualization of intuition as sensitivity to gradients of structural coherence in latent space. Implications for shifting AI from purely predictive architectures toward systems capable of coherence navigation.

Keywords

Free Energy Principle, FOS: Computer and information sciences, Information Geometry, Artificial intelligence, Computer and information sciences, Artificial General Intelligence (AGI), Philosophy of Mind, FOS: Clinical medicine, Neurosciences, Latent Space, Geometry, Dimensional Projection Model (DPM), Coherence Navigation, Interface Theory of Perception, Neurobiology of Intuition, Cognitive Geometry, Neural Manifolds, Functional Collapse, Predictive Processing, Artificial Intelligence, Computer Science, Cognitive Science, Active Inference, 3D+T Interface, Dimensionality Reduction

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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