MODEL ADOPTION #1128: ADOPT — TG AUTO: BASE 44 ORDER: Apply E8 root-vector PLL to signal pipeline: map 240 vectors, filt — E8 Intelligence Research

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

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-08-18
DOI
https://doi.org/10.5281/zenodo.21989381
Primary Topic
Advanced Frequency and Time Standards
Type
preprint
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MODEL ADOPTION #1128: ADOPT — TG AUTO: BASE 44 ORDER: Apply E8 root-vector PLL to signal pipeline: map 240 vectors, filt — E8 Intelligence Research

Andrew Stewart Caldin
Zenodo (CERN European Organization for Nuclear Research)
Advanced Frequency and Time Standards
preprint

MODEL ADOPTION #1128: ADOPT — TG AUTO: BASE 44 ORDER: Apply E8 root-vector PLL to signal pipeline: map 240 vectors, filt — E8 Intelligence Research

Andrew Stewart Caldin
preprint en

Abstract

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

Zenodo (CERN European Organization for Nuclear Research)
Advanced Frequency and Time Standards
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MODEL ADOPTION #1128: ADOPT — TG AUTO: BASE 44 ORDER: Apply E8 root-vector PLL to signal pipeline: map 240 vectors, filt — E8 Intelligence Research — Andrew Stewart Caldin · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS