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佐藤雅志｜ミヤビイノベーション代表
10/28/2026 20:30
Release： 10/28/2026 20:30
Update： 10/28/2026 20:30
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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[10/29] AI×Fundamental Integration Analysis｜13 Currency Pair Strategy

ℹ️ About this article

An AI engineer with E qualification, who has over 10 years of R&D experience, combines a proprietary investment-prediction AI with fundamental analysis to analyze 13 major currency pairs across the board.

The AI model continues to learn daily, optimizing not only for short-term market movements but also emphasizing generalization performance to handle future price fluctuations. As a result, it maintains an approximate 60% accuracy rate for both past and future data, achieving stable operation with an average drawdown of 1.38%.

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

＊ Supplementary ＊

From April last year to January this year, profits were quite smooth, posting gains of more than 1% every month, butin early February, a management error (oversight in manual parameter changes and subsequent corrections) caused a large loss (-10%).

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

The following is the performance of this AI that has become overly cautious.※ Currently under verification and revision!

AI Prediction & Fundamental Integration Summary

＊ Tweet ＊There are signs that a change is likely.


Supplement

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

How to verify

・Currencies to watch:

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

・Currencies to skip:

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

Cuidado currencies

Due to the impact of economic releases, be careful with the following currencies

USD, CAD

Predicted 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 contents of this article are based on proprietary AI predictions and trading logic.
It does not constitute a recommendation to buy or sell specific currency pairs. Please make investment decisions at your own risk.

Supplement & Future Outlook

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

In the future, we aim to offer this via GogoJungle's AI signal-delivery service, and will improve it to be more practical and sustainable.

This is a free serialized article