MODEL ADOPTION #2117: REJECT — LEDGER BENCH: Apply filter: Min confirmations >= 6 — improves win rate from 32.0% to 42.2% — E8 Intelligence Research

DECISION: REJECT ELEMENT: No element survives — the "min confirmations ≥6" filter is a statistical artifact, not a geometric edge. E8-node/Gods-Clock rhythm logic already encodes confirmation timing via phase alignment; adding a fixed count threshold violates the model's time-symmetry principle and will misfire in trending regimes where early entries are the only valid ones. EXPECTED IMPACT: If forced, win rate might rise +4–7pp in choppy regimes, but average R per trade would shrink (you'd cut the fat tails that drive profit). Net PnL likely flat to negative over 3–6 months because the filter removes high-momentum winners (e.g., EURJPY SHORT at 184.144) that compensate for low win rate. RISK: The filter is regime-correlated — it will block entries during volatility compression (low confirmations) and then re-enter exactly at the top of expansions, buying tops and selling bottoms. Also, it introduces a non-geometric parameter that will overfit to the 360-trade sample and degrade 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
2026-09-13
DOI
https://doi.org/10.5281/zenodo.22732636
Primary Topic
Intelligence, Security, War Strategy
Type
preprint
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MODEL ADOPTION #2117: REJECT — LEDGER BENCH: Apply filter: Min confirmations >= 6 — improves win rate from 32.0% to 42.2% — E8 Intelligence Research

Andrew Stewart Caldin
Zenodo (CERN European Organization for Nuclear Research)
Intelligence, Security, War Strategy
preprint

MODEL ADOPTION #2117: REJECT — LEDGER BENCH: Apply filter: Min confirmations >= 6 — improves win rate from 32.0% to 42.2% — E8 Intelligence Research

Andrew Stewart Caldin
preprint en

Abstract

DECISION: REJECT ELEMENT: No element survives — the "min confirmations ≥6" filter is a statistical artifact, not a geometric edge. E8-node/Gods-Clock rhythm logic already encodes confirmation timing via phase alignment; adding a fixed count threshold violates the model's time-symmetry principle and will misfire in trending regimes where early entries are the only valid ones. EXPECTED IMPACT: If forced, win rate might rise +4–7pp in choppy regimes, but average R per trade would shrink (you'd cut the fat tails that drive profit). Net PnL likely flat to negative over 3–6 months because the filter removes high-momentum winners (e.g., EURJPY SHORT at 184.144) that compensate for low win rate. RISK: The filter is regime-correlated — it will block entries during volatility compression (low confirmations) and then re-enter exactly at the top of expansions, buying tops and selling bottoms. Also, it introduces a non-geometric parameter that will overfit to the 360-trade sample and degrade Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

Zenodo (CERN European Organization for Nuclear Research)
Intelligence, Security, War Strategy
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