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佐藤雅志｜ミヤビイノベーション代表
09/13/2026 20:07
Release： 09/13/2026 20:07
Update： 09/13/2026 20:07
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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【9/14】AI×Fundamental Integration Analysis｜13 Currency Pairs Strategy

ℹ️ About this article

An investment prediction AI developed through more than 10 years of research and development by an AI engineer who holds E-qualification, combined with fundamentals analysis, analyzes the major 13 currency pairs across broadly.

The AI model continues learning daily, prioritizing generalization performance that can respond to future price movements, not just short-term market conditions. 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 analysis results from this system are published once daily, from around 6:00 to 9:00 in the morning.

＊Note＊

From April last year to January this year, profits grew quite steadily by more than 1% per month, butin early February, due to an operational error (overlooked manual parameter changes and subsequent incorrect handling), a large loss occurred (-10%).

After that, risk controls were added in April, but the AI became overly cautious, and trading has hardly occurred in recent months.

Please regard the following as such an AI prediction result that overcautiously crosses t’s and dotting i’s.※Currently under verification and revision!

AI Prediction & Fundamentals Integration Summary


Note

・Prediction 12 hours ahead: final judgment by AI (Up / Down / Watch)
・Fundamentals Evaluation: current fundamentals assessment by currency pair
・Fundamentals Change: directional change since the previous analysis

How to Confirm

・Currency pairs to pay attention to：

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

・Currency pairs to skip：

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

Currencies to Watch

Due to economic announcements, the following currencies require caution in their movement

USD

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 analysis results of our own AI prediction and operating logic.
This does not constitute a recommendation to buy or sell any specific currency pair. Investment decisions are the reader’s own responsibility.

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 daily, simplified AI prediction report for free.

In the future, we aim to provide through GogoJungle’s AI signal delivery service, and will continue to improve toward a more practical and sustainable format.

This is a free serialized article