Φ‑Phase Polarization of E8 Roots Creates Adaptive Order Parameters — E8 Intelligence Research

The framework defines a dynamic φ‑phase that rotates every E8 root vector at the 132 Hz base frequency, projecting continuously onto the least‑superficial Coxeter plane. This produces a time‑varying lattice whose topological defects serve as adaptive order parameters that signal regime transitions in financial datasets. Correlation of the instantaneous phase variance with a confidence‑based filter yields statistically significant win‑rate improvements beyond random expectation. The mechanism integrates geometric phase dynamics directly into market prediction models. Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com