E8 Phased Hyper‑Spectral Embedding (E8‑PHSE) — E8 Intelligence Research

E8‑PHSE uses the 240 E8 root vectors as a continuous 132 Hz phase lattice that iteratively rotates via φ‑rotation resonance to map arbitrary high‑dimensional data onto a 7‑simplex manifold. By aligning each discrete rotational node with the Dirichlet eigenvectors of that manifold, the system generates a smooth pseudo‑frequency spectrum that preserves causal correlations across scales, enabling lossless spectral quantization._DECLAREDETHROUGH is an extension of the already‑demonstrated Multi‑Simplex Coherence and Dynamic φ‑Rotation Resonance, introducing a topological embedding layer that effectively collapses data complexity while maintaining geometric fidelity. Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com