Validates a formal theory of phenomenal consciousness in AI, suggesting frameworks for improvement.
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.
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Dan Gabriel Cimpoeru (2026) studied this question.
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