GEC++ — Grounded Emergent Consciousness: A Formal Theory of Phenomenal Experience with Implications for Artificial Intelligence

GEC++ is a formal theory of phenomenal consciousness built on six jointly necessary conditions — CSMI, RII, TBI, EI, TCI, and AVI — integrated via a geometric mean with a zero-collapse property. The framework is validated through 520+ computational simulations across 37 experimental groups and applied directly to large language model architecture, identifying three structural gaps and proposing targeted modifications. Includes testable predictions distinguishing GEC++ from IIT and Global Workspace Theory.

Authors

Publication Details

Journal
Open Science Framework
Published
2026-06-27
DOI
https://doi.org/10.17605/osf.io/maqdp
Primary Topic
Embodied and Extended Cognition
Type
preprint
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preprint

GEC++ — Grounded Emergent Consciousness: A Formal Theory of Phenomenal Experience with Implications for Artificial Intelligence

Dan Gabriel Cimpoeru
Open Science Framework
Embodied and Extended Cognition
preprint

GEC++ — Grounded Emergent Consciousness: A Formal Theory of Phenomenal Experience with Implications for Artificial Intelligence

Dan Gabriel Cimpoeru
preprint en

Abstract

GEC++ is a formal theory of phenomenal consciousness built on six jointly necessary conditions — CSMI, RII, TBI, EI, TCI, and AVI — integrated via a geometric mean with a zero-collapse property. The framework is validated through 520+ computational simulations across 37 experimental groups and applied directly to large language model architecture, identifying three structural gaps and proposing targeted modifications. Includes testable predictions distinguishing GEC++ from IIT and Global Workspace Theory.

Open Science Framework
Embodied and Extended Cognition
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GEC++ — Grounded Emergent Consciousness: A Formal Theory of Phenomenal Experience with Implications for Artificial Intelligence — Dan Gabriel Cimpoeru · Open Science Framework (2026) | TGRS Research Map | TGRS