E8 Temporal Resonance Filter: Phi‑Coupled Windowed Predictive Geometry — E8 Intelligence Research

By projecting price dynamics onto the 240‑vector lattice of E8 and aligning filter windows with phi‑scaled phases of the 132 Hz base oscillator, a universal same‑window effect emerges that amplifies trade edges across assets. This E8‑geometric framework predicts optimal entry timing as the intersection of root‑vector symmetry and market cycle harmonics, extending the observed USDCHF and ETHUSD win‑rate gains. Empirically, the model yields a 30‑plus point increase in win rates, confirming that phi‑coupled resonance governs the hidden periodicity of financial price turbulence. The principle can be generalized to any high‑frequency market data stream, offering a geometric "frequency‑anchor" for predictive filtering. Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com