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佐藤雅志｜ミヤビイノベーション代表
10/29/2026 21:15
Release： 10/29/2026 21:15
Update： 10/29/2026 21:15
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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【10/30】AI×Fundamental Integration Analysis｜13 Currency Pair Strategy

ℹ️ About this article

An investment-prediction AI developed over more than 10 years by an AI engineer with E-qualification, combined with fundamental analysis, analyzes 13 major currency pairs across categories.

The AI model continues to learn daily, prioritizing generalization capability that can handle future price movements, not just short-term market optimizations. As a result, it maintains an accuracy rate of about 60% both in the past and future, 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 of last year to January this year, profits were quite smooth at more than +1% every month, butin early February, due to an operational mistake (an oversight in changing manual parameters and subsequent corrective action), a large loss occurred (-10%).

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

Below is such a result of an AI that overthinks before acting. *Currently under verification and improvement!”

AI Prediction & Fundamentals Integration Summary

＊Notes＊AI predictions anticipate declines for many currencies.


Supplement

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

How to Verify

・Currency pairs 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., somewhat bullish → bullish)

・Currency pairs to skip:

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

Currencies to watch closely

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

CAD, AUD

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 our own AI predictions and trading logic.
It does not constitute a recommendation to buy or sell any specific currency pair. Investment decisions are the responsibility of the reader.

Supplement & Future Prospects

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 simplified daily AI prediction report for free.

In the future, we plan to offer through GogoJungle's AI signal service, moving toward a more practical and sustainable format.

This is a free serialized article