LAB #1838 NEUTRAL: LEDGER BENCH: Apply filter: NZDUSD LONG @ NY_OPEN with 6 conf — improves win rate from 31.9% to 100. — E8 Intelligence Research

IDEA: Adjustment made to the live model — verify against the backtests: Apply filter: NZDUSD LONG @ NY_OPEN with 6 conf — improves win rate from 31.9% to 100.0% (+68.1pp, n=11) SAME-WINDOW EFFECT: Over the current live window, this filter would have blocked the single NZDUSD LONG via wkjudas (entry 0.57702, REJECTED/open) — that trade is already not counted as a win or loss in the live PnL, so the immediate impact is nil. However, if applied retroactively to all NZDUSD LONG entries at NY_OPEN with 6 conf, it would have eliminated 11 historical losers (per your backtest), but none of those appear in the live window above — so the live PnL delta is zero. The only observable change is that future NZDUSD LONG signals at NY_OPEN with 6 conf would be suppressed, which could have prevented the current open/rejected trade from existing at all — but since it's already rejected, no PnL change. OVER-TIME PROJECTION: Over 3–6 months, this filter would likely reduce trade frequency on NZDUSD LONG 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
2026-09-05
DOI
https://doi.org/10.5281/zenodo.22324568
Primary Topic
Intelligence, Security, War Strategy
Type
preprint
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
preprint

LAB #1838 NEUTRAL: LEDGER BENCH: Apply filter: NZDUSD LONG @ NY_OPEN with 6 conf — improves win rate from 31.9% to 100. — E8 Intelligence Research

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

LAB #1838 NEUTRAL: LEDGER BENCH: Apply filter: NZDUSD LONG @ NY_OPEN with 6 conf — improves win rate from 31.9% to 100. — E8 Intelligence Research

Andrew Stewart Caldin
preprint en

Abstract

IDEA: Adjustment made to the live model — verify against the backtests: Apply filter: NZDUSD LONG @ NY_OPEN with 6 conf — improves win rate from 31.9% to 100.0% (+68.1pp, n=11) SAME-WINDOW EFFECT: Over the current live window, this filter would have blocked the single NZDUSD LONG via wkjudas (entry 0.57702, REJECTED/open) — that trade is already not counted as a win or loss in the live PnL, so the immediate impact is nil. However, if applied retroactively to all NZDUSD LONG entries at NY_OPEN with 6 conf, it would have eliminated 11 historical losers (per your backtest), but none of those appear in the live window above — so the live PnL delta is zero. The only observable change is that future NZDUSD LONG signals at NY_OPEN with 6 conf would be suppressed, which could have prevented the current open/rejected trade from existing at all — but since it's already rejected, no PnL change. OVER-TIME PROJECTION: Over 3–6 months, this filter would likely reduce trade frequency on NZDUSD LONG 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
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

LAB #1838 NEUTRAL: LEDGER BENCH: Apply filter: NZDUSD LONG @ NY_OPEN with 6 conf — improves win rate from 31.9% to 100. — E8 Intelligence Research — Andrew Stewart Caldin · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS