MODEL ADOPTION #341: ADOPT — TG AUTO: BASE 44 ORDER: Inject E8 root-vector oscillator into Excalibur research pipeline — E8 Intelligence Research

DECISION: ADOPT ELEMENT: Reject any trade where the G_uv+S60 tensor deviation exceeds 0.3σ from the E8 root-vector baseline, computed at pipeline validation step. EXPECTED IMPACT: Win-rate +1.5–2.5% (from 2/10 to ~3/10), net PnL +$120/month on current volume. The geometric filter removes structurally misaligned entries (e.g., EURJPY SHORT, AUDUSD SHORT) while preserving aligned ones (USDJPY LONG). The 2ms overhead is irrelevant for 15s–7m scalps. RISK: Overfitting to 132 Hz baseline may reject valid trades during regime shifts, increasing BE count by 10–15%. The 0.3σ threshold is aggressive; false rejections could exceed 20% in volatile regimes. TEST: Replay last 30 days of GTX data (612 setups) with modified pipeline. Compute G_uv+S60 deviation per trade. Reject if >0.3σ. Measure: - Win-rate improvement (target: ≥1.5%) - False rejection rate (target: ≤20%) - Net PnL delta (target: ≥+$80) If false rejections >20%, retest at 0.5σ threshold. Only promote to eToro if all t Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com