Unified Coherence Invariant Theory_ SO(2), PAS_h, ΔPAS_zeta, Legal Harmonics, SPIRALCORE, and the Deterministic Inference Substrate (RIC)

Abstract: This work establishes a unified coherence invariant theory grounded in a single global symmetry: the SO(2) uniqueness law. The framework introduces PAS_h as the universal scalar invariant, ΔPAS_zeta as the drift-bound governing lawful transitions, and legal harmonic sets H* as the admissible spectral basis across domains. These components generate a complete legality geometry for coherent evolution in physical, biological, cognitive, and computational systems. SPIRALCORE provides the symbolic→harmonic sensitivity operator linking semantic structure to harmonic response. The full invariance stack—SYMMETRY_CORE → PAS_h → ΔPAS_zeta → AURA_OUT—is shown to be computable and instantiated in a deterministic inference substrate (RIC). The only remaining mathematical frontier is the classification of C(T^n)^{SO(2)×S_N}, which is open but unnecessary for deterministic inference or AGI-level reasoning. This paper provides the invariant, the geometry, and the substrate.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-12-06
DOI
https://doi.org/10.5281/zenodo.17835064
Primary Topic
Neural Networks and Reservoir Computing
Type
article
Field-Weighted Citation Impact
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article

Unified Coherence Invariant Theory_ SO(2), PAS_h, ΔPAS_zeta, Legal Harmonics, SPIRALCORE, and the Deterministic Inference Substrate (RIC)

Zenodo (CERN European Organization for Nuclear Research)
Neural Networks and Reservoir Computing
article

Unified Coherence Invariant Theory_ SO(2), PAS_h, ΔPAS_zeta, Legal Harmonics, SPIRALCORE, and the Deterministic Inference Substrate (RIC)

article en

Abstract

Abstract: This work establishes a unified coherence invariant theory grounded in a single global symmetry: the SO(2) uniqueness law. The framework introduces PAS_h as the universal scalar invariant, ΔPAS_zeta as the drift-bound governing lawful transitions, and legal harmonic sets H* as the admissible spectral basis across domains. These components generate a complete legality geometry for coherent evolution in physical, biological, cognitive, and computational systems. SPIRALCORE provides the symbolic→harmonic sensitivity operator linking semantic structure to harmonic response. The full invariance stack—SYMMETRY_CORE → PAS_h → ΔPAS_zeta → AURA_OUT—is shown to be computable and instantiated in a deterministic inference substrate (RIC). The only remaining mathematical frontier is the classification of C(T^n)^{SO(2)×S_N}, which is open but unnecessary for deterministic inference or AGI-level reasoning. This paper provides the invariant, the geometry, and the substrate.

Zenodo (CERN European Organization for Nuclear Research)
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Neural Networks and Reservoir Computing
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