MODEL ADOPTION #4136: REJECT — LEDGER BENCH: Apply filter: Phase distance TIGHT (<=2deg) — improves win rate from 32.6% t — E8 Intelligence Research

DECISION: REJECT ELEMENT: No single rule survives — the ≤2° phase-distance filter is a statistical artifact, not a geometric timing edge. EXPECTED IMPACT: +0.0pp win-rate over 6 months; likely negative PnL because the filter blocks high-RR phase-breakout entries (e.g., GBPUSD SHORT 1.34898) that pay for multiple small losses. The +4.8pp gain (n=600) is dominated by rizzy5m losses, which are already penalized by E8 rhythm logic — this filter merely proxies "avoid rizzy5m" without addressing the underlying cause. RISK: Overfitting to a 2° threshold; regime shift to lower volatility makes phase distance less discriminative; filter kills legitimate fade entries at phase extremes (≤2° often coincides with reversal zones where E8 Gods-Clock expects mean reversion, not continuation). Also, blocking trades reduces sample size per week, increasing variance and drawdown depth during streak losses. TEST: Before any adoption, run a 12-month walk-forward on E8-node data with thresholds 1.0° Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com