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佐藤雅志｜ミヤビイノベーション代表
09/22/2026 18:04
Release： 09/22/2026 18:04
Update： 09/22/2026 18:04
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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【9/23】AI×Fundamental Integration Analysis｜13 Currency Pair Strategy

ℹ️ About this article

An independent investment-prediction AI developed over more than ten years by an AI engineer (E-qualification holder), combined with fundamental analysis, analyzes the major 13 currency pairs across broadly.

The AI model continues to learn daily, focusing not only on short-term market optimization but also on generalization performance to respond to future price movements. As a result, it maintains about 60% accuracy in both past and future, achieving 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.

＊Note＊

From April last year to January this year, profits of +1% or more were fairly steady each month, butin early February, due to an operation mistake (omission of manual parameter changes and subsequent handling error), a large loss occurred (-10%).

Subsequently, risk measures were implemented in April, but the AI became overly conservative, and in recent months trading has been almost non-existent.

Please regard the following as the AI forecast results that are "overly conservative."※Currently under verification and revision!

AI Forecast & Fundamentals Integrated Summary

Note

・12-hour forecast: final decision by AI (up / down / hold)
・Fundamental evaluation: current fundamental evaluation by currency pair
・Fundamental change: direction of change since the previous analysis

How to verify

・Currency pairs to focus on:

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

・Currency pairs to avoid:

When the “12-hour forecast” and “Fundamental evaluation” do not agree, or the “Fundamental change” moves in the opposite direction (e.g., from bullish to mildly bullish)

Watchlist currencies

Be careful of the currencies below due to potential market moves around economic announcements

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 our own AI predictions and operating logic.
It does not constitute buy/sell recommendations for any specific currency pair. Investment decisions are the reader’s own responsibility.

Notes & Future Prospects

Currently, we are rechecking the AI prediction logic, fundamentals analysis, risk management, and currency-selection rules, and for the time being will continue to publish a simple daily AI-prediction report for free once per day.

In the future, we aim to offer this through GogoJungle’s AI signal delivery service and improve it into a more practical and easier-to-sustain format.

This is a free serialized article