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佐藤雅志｜ミヤビイノベーション代表
09/28/2026 19:36
Release： 09/28/2026 19:36
Update： 09/28/2026 19:36
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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[9/29] AI×Fundamental Integration Analysis｜13 Currency Pair Strategy

ℹ️ About this article

An investment prediction AI independently developed by an AI engineer (E-qualification holder) with over 10 years of R&D, combined with fundamentals analysis, analyzes the major 13 currency pairs across them.

The AI model continues to learn daily, prioritizing generalization performance that can respond to future price movements, not just short-term market conditions. As a result, it maintains about 60% accuracy in both past and future scenarios 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.

＊Supplement＊

From April last year to January this year, profits of +1% or more were quite steady every month, butin early February, due to an operational error (omission of manual parameter changes and incorrect response after realizing it), a large loss (-10%) occurred.

Subsequently, in April, risk measures were implemented, but the AI became overly cautious, and there has been little trading activity in recent months.

The following should be understood as the result of an AI forecast that is overly cautious like this.※Currently under verification and improvement!

AI Forecast & Fundamentals Integration Summary

Supplement

・Forecast 12 hours ahead: final judgment by AI (up / down / hold)
・Fundamental Evaluation: current fundamental assessment by currency pair
・Fundamental Change: direction of change since the last analysis

How to verify

・Currency pairs to watch：

When the “12-hour-ahead forecast” and the “fundamental evaluation” agree, and the “fundamental change” is flat or moving in the same direction (e.g., slightly bullish → bullish)

・Currency pairs to skip：

When the “12-hour-ahead forecast” and the “fundamental evaluation” disagree, or the “fundamental change” moves in the opposite direction (e.g., bullish → slightly bullish)

Important currencies

Be cautious of fluctuations in the currencies below due to economic announcements

AUD, CAD

Forecast 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 author's own AI forecast and operational logic.
It does not constitute a recommendation to buy or sell any specific currency pair. Investment decisions are your responsibility.

Supplement & Future Prospects

Currently, we are re-evaluating the AI forecast logic, fundamentals analysis, risk management, and currency selection rules, and for the time being will continue to publish a simple daily AI forecast report free of charge.

In the future, we plan to offer it via GogoJungle's AI signal delivery service, and we will continue to improve it into a more practical and sustainable form.

This is a free serialized article