MODEL ADOPTION #894: ADOPT — TG AUTO: BASE 44 ORDER: Apply cluster 226 mapping to pattern detector, rebuild, regress on — E8 Intelligence Research

DECISION: ADOPT ELEMENT: Add cluster 226's `dating/during → E8-8-120°` mapping to the pattern detector's term-compression table, rebuild detector binary, and gate all root-vector assignments through this mapping before entry. EXPECTED IMPACT: +0.8% to +1.2% PnL per window from false-positive reduction on weak patterns (e.g., EURUSD SHORT, GBPUSD LONG). Over 3–6 months, 3–7% win-rate improvement with no drawdown increase, as the mapping prunes misclassified root vectors without affecting correctly assigned winners. RISK: Overfitting to cluster 226's specific `dating/during` context—if market regime shifts away from that geometry, the mapping may suppress valid patterns, reducing win rate on borderline setups. Narrow mapping could also miss novel patterns that don't match exact E8-8-120° but are still profitable. TEST: Run rebuilt detector on full 30-day GTX replay bench (141 losses, 89 wins). Measure false-positive root-vector assignments on loss trades (must drop ≥5%) and false Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com