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.17835063
- Primary Topic
- Neural Networks and Reservoir Computing
- Type
- article
- Field-Weighted Citation Impact
- 0.00