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佐藤雅志｜ミヤビイノベーション代表
10/04/2026 19:42
Release： 10/04/2026 19:42
Update： 10/04/2026 19:42
佐藤雅志｜ミヤビイノベーション代表
Investment style : Day Trade
Investment career : More than 10 years
Investment amount : 1 million - 5 million JPY
We are analyzing the major 13 currency pairs across the board by utilizing a self-developed investment AI prediction. Not only directional forecasts by AI, but also fundamentals analysis, currency correlations, risk diversification, drawdown suppression, and the expected value for each currency pair are comprehensively checked. We emphasize selecting currency pairs that meet conditions instead of forcing entries. What we value is not a single hit, but reproducibility that can be continuously operated. Rather than adopting AI predictions as is, we combine market environment, fundamentals, correlation risk, and fund management to aim for stable operation with low drawdown. In backtests for the past 10 years, the predictive accuracy is about 60%, roughly the same as the current live operation, though backtests do not guarantee future results. 【Latest 1-year performance】 Average DD 1.38% | Maximum DD 8.92% Win rate 59.1% PF 1.41 Annual return 12% (monthly average 1.0%) Currently, we are revalidating the AI prediction logic, fundamentals analysis, risk management, and currency selection rules. In the future, while freely publishing a simple one-day AI prediction report once a day, we also plan to offer a GogoJungle AI signal distribution service, and will continue to improve it toward a more practical and sustainable form.
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AI × Fundamental Integrated Analysis | 13 Currency Pairs FX Forecast Report
We are disclosing a forecast summary of the major 13 currency pairs by combining our independently developed investment AI predictions with fundamental analysis. In this series, for the 13 currency pairs, we list: - AI forecast 12 hours ahead - Fundamental assessment - Fundamental changes since the last update to organize which currency pairs deserve attention at present and which to pass on. We emphasize currency selection based on the alignment between AI forecasts and fundamentals, inter-currency correlations, and risk management, rather than mere market sentiment. Note: From August 2026 onward, we will revise the operating policy and publish a simplified AI forecast report once a day as a free article. 【Recent 1-year Performance】 Average drawdown: 1.38% | Maximum drawdown: 8.92% Win rate: 59.1% | Profit factor: 1.41 Annualized return: 12% (monthly average 1.0%) Currently, while revalidating the AI forecasting logic, fundamentals analysis, risk management, and currency selection rules, we are also preparing with an eye toward future provision of the GogoJungle AI Signal Delivery Service.
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[10/5] AI × Fundamental Consolidated Analysis｜13 Currency Pairs Strategy

ℹ️ About this article

An investment prediction AI independently developed by an AI engineer with E qualification, over 10 years of research and development, is combined with fundamental analysis to analyze across 13 major currency pairs.

The AI model continues learning daily, focusing not only on short-term market conditions but also on generalization performance to handle future price fluctuations. As a result, it maintains about 60% accuracy in both past and future, achieving stable operation with an average drawdown of 1.38%.

In this article, the latest analysis results from this system are published once daily, from around 6:00 AM to 9:00 AM.

＊Supplement＊

From April last year to January this year, profits of +1% or more were quite smooth every month, butin early February, a trading mistake (omission to change manual parameters and subsequent incorrect handling) caused a big loss (-10%).

Subsequently, in April risk measures were introduced, but the AI became overly cautious, and trading has hardly occurred in recent months.

Please regard the following as the AI predictions that are "overly cautious."※Currently under verification and revision!

AI Prediction and Fundamentals Integration Summary


Supplement

・Prediction 12 hours ahead: Final judgment by AI (Up / Down / Hold)
・Fundamental Evaluation: Current fundamentals rating by currency pair
・Fundamental Change: Direction of change since the previous analysis

Verification Method

・Currency pairs to watch：

If the “12-hour ahead prediction” and the “Fundamental Evaluation” match and the “Fundamental Change” is flat or moving in the same direction (e.g., slightly bullish → bullish)

・Currency pairs to refrain from：

If the “12-hour ahead prediction” and the “Fundamental Evaluation” do not match, or if the “Fundamental Change” moves in the opposite direction (e.g., bullish → slightly bullish)

Watchlist currencies

Due to economic releases, the movements of the following currencies should be watched

USD

Targeted Currency Pairs

USD/JPY, EUR/USD, EUR/JPY, AUD/JPY, NZD/JPY,
AUD/USD, CAD/JPY, CHF/JPY, EUR/GBP,
EUR/CAD, EUR/CHF, USD/CAD, USD/CHF

Notes

The content of this article is based on the analysis results of the proprietary AI predictions and trading logic.
This does not constitute buy or sell recommendations for specific currency pairs. Please make investment decisions at your own risk.

Supplementary and Future Outlook

Currently, we are re-evaluating the AI prediction logic, fundamentals analysis, risk management, and currency selection rules, and for the time being, we will continue to publish a free daily simplified AI prediction report as a single daily update.

In the future, we aim to provide through GogoJungle's AI signal delivery service, refining it into a more practical and sustainable form.

This is a free serialized article