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佐藤雅志｜ミヤビイノベーション代表
10/25/2026 20:12
Release： 10/25/2026 20:12
Update： 10/25/2026 20:12
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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【10/26】AI× Fundamental Analysis Integration｜13 currency pairs strategy

ℹ️ About this article

An investment-prediction AI developed over more than a decade by an AI engineer (E-Qualification holder) who combines it with fundamental analysis to analyze across 13 major currency pairs.

The AI model continues to learn daily and emphasizes generalization performance that can cope with future price fluctuations, not just short-term market movements. As a result, it maintains an approximate 60% accuracy rate for both past and future data and achieves stable operation with an average drawdown of 1.38%.

In this article, the latest analyses from this system are published once daily, from around 6:00 to 9:00 in the morning.

＊ Supplementary ＊

From April last year to January this year, profits grew fairly smoothly by more than 1% per month, butin early February there was a large loss (-10%) due to operational mistakes (omission to change manual parameters and incorrect handling after noticing it).

Subsequently, risk controls were introduced in April, but the AI became overly cautious and, in recent months, there have been few trades.

Please regard the following as those “AI predictions that are overly cautious.”* Currently under verification and revision!

AI Prediction & Fundamental Integration Summary

＊ Note ＊Becoming a bit more cautious. Predictions are being deferred.


Supplement

・12-hour forecast: final judgment by AI (up / down / hold)
・Fundamental evaluation: current currency-pair-specific fundamental assessment
・Fundamental change: direction of change since the last analysis

How to verify

・Currency pairs to watch:

The “12-hour forecast” and the “Fundamental evaluation” agree, and the “Fundamental change” is flat or changing in the same direction (e.g., mildly bullish → bullish)

・Currency pairs to avoid:

The “12-hour forecast” and the “Fundamental evaluation” do not agree, or the “Fundamental change” moves in the opposite direction (e.g., bullish → mildly bullish)

Watchlisted currencies

Due to the impact of economic announcements, be cautious of fluctuations in the following currencies

USD, CAD

Forecast target 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 proprietary AI predictions and trading logic.
It does not constitute a recommendation to buy or sell any particular currency pair. Investment decisions are the reader's own responsibility.

Supplementary & Future Prospects

Currently, we are re-evaluating the AI prediction logic, fundamental analysis, risk management, and currency-selection rules, and for the time being, we will continue to publish a simple daily AI prediction report for free once per day.

In the future, we plan to offer this through GogoJungle's AI signal distribution service, and will improve it into a more practical and sustainable format.

This is a free serialized article