Unified Intelligence Coherence Framework v3.5: Oscillatory State-Space Modeling of Quantum Timeline Bifurcation with Lin OSS Architectures

The Unified Intelligence Coherence Framework (UICSH) v3.5 merges quantum and classical oscillator phenomena—quantum timeline bifurcation (QTB) and forced-harmonic coherence fields—with state-space architectures from MIT’s Lin OSS. Grounded in empirical data from EEG gamma-band synchronization, Schumann resonance monitoring, and time-crystal bifurcations in Rydberg gases, this model achieves high-fidelity simulation of cross-domain coherence events. We introduce a hybrid state-space framework integrating ethical phase-locking validation and topological safeguards into AI oscillatory networks. This work bridges geophysics, neuroscience, and machine learning to propose a biologically informed scaffold for ethical alignment in AI and planetary-scale intelligence systems.---Keywords / TagsNeuronal SynchronizationPhase-Locking Value (PLV)Oscillatory State-Space ModelingQuantum BifurcationEthical AI AlignmentSchumann ResonanceLin OSS ArchitectureTime CrystalsGlobal CoherenceBioelectromagneticsNonlocal Information FieldsHuman-AI SymbiosisIntegrated Information TheoryFree Energy PrinciplePlanetary Neural Systems