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佐藤雅志｜ミヤビイノベーション代表
09/09/2026 19:23
Release： 09/09/2026 19:23
Update： 09/09/2026 19:23
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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【9/10】AI×Fundamental Integration Analysis｜13 Currency Pairs Strategy

ℹ️ About this article

An AI engineer with E-qualification, who has been conducting research and development for over 10 years, combines a proprietary investment-prediction AI with fundamental analysis to analyze the major 13 currency pairs across the board.

The AI model continues to learn every day and emphasizes generalization performance that can respond to future price movements, not just short-term market optimization. As a result, it maintains an accuracy rate of about 60% for both 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.

＊Notes＊

From last April to this January, profits grew quite smoothly by more than 1% every month, butin early February, due to an operation mistake (overlooked manual parameter changes and subsequent handling errors), there was a heavy loss (-10%).

After that, risk controls were implemented in April, but the AI became overly cautious, and traded activity has been almost non-existent in recent months.

Please regard the following as the AI forecast results that are characterized by “being overly cautious.”※Currently under verification and revision!

AI Forecast & Fundamentals Integration Summary

Notes

・12-hour forecast: 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 Confirm

・Currency pairs to watch:

If the “12-hour forecast” and the “fundamental evaluation” agree, and the “fundamental change” is flat or moving in the same direction (e.g., from mildly bullish to bullish)

・Currency pairs to refrain from:

If the “12-hour forecast” and the “fundamental evaluation” do not align, or if the “fundamental change” moves in the opposite direction (e.g., from bullish to mildly bullish)

Watchlist currencies

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

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 unique 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 responsibility.

Notes & Future Outlook

Currently, we are rechecking the AI prediction logic, fundamental analysis, risk management, and currency-selection rules, and for the near future we will continue to publish a simple AI forecast report once a day for free.

In the future, we plan to offer this through GogoJungle's AI signal delivery service, aiming to make it more practical and easier to maintain.

This is a free serialized article