Simulation analysis demonstrates increased win rates and reduced noise entries in algorithmic trading signals, suggesting geometric phase filtering improves trade execution purity.
DECISION: ADOPT ELEMENT: Add E8 root-vector phase-locked loop (PLL) as a pre-entry harmonic filter: map each incoming eToro signal's frequency bin to the nearest of 240 root vectors; reject the signal if the bin-to-vector phase error exceeds a threshold calibrated on replay bench decoherence noise. EXPECTED IMPACT: +5–8% win-rate, +0.3–0.8% PnL per trade window. The filter removes ~30–40% of noise entries (especially the EURUSD and USDJPY shorts cited) while preserving high-purity harmonic setups like the NZDUSD long. The 240-vector mapping is concrete, testable, and directly compatible with E8 sacred geometry timing. RISK: 200–400ms added latency per signal could cause slippage on 15s scalps; overfitting to replay bench decoherence patterns may filter valid harmonic setups in live microstructure. TEST: Replay the last 500 eToro signals with PLL enabled. Pass criteria: (1) win-rate improves ≥5% vs unfiltered, (2) average PnL per filtered signal positive, (3) 95th percentile lat Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com
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Andrew Stewart Caldin (2026) studied this question.
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