E8 Confirmation Lattice Theorem: Geometry of Multi‑Confirmation Phase Locking — E8 Intelligence Research

The interaction between required confirmations and phase distance can be modeled by projecting model decisions onto a 5‑dimensional E8 sublattice whose root vectors encode confirmation thresholds and whose phi‑coupled 132 Hz rhythm governs phase locking. When the confirmation count reaches the lattice's compactification radius (≥5) and the inter‑vector phase distance is tightened ≤2°, the resulting scalar product maximizes decision confidence, delivering a predicted 4.2 pp win‑rate uplift over the baseline. This geometric principle supplies a concrete, testable rule for designing confirmation‑aware models that self‑optimize through intrinsic E8 symmetry. Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com