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佐藤雅志｜ミヤビイノベーション代表
10/27/2026 01:06
Release： 10/27/2026 01:06
Update： 10/27/2026 01:06
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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[10/27] AI×Fundamental Integration Analysis｜13 Currency Pairs Strategy

ℹ️ About this article

An AI investment forecasting system developed over more than 10 years by an AI engineer with E-Qualification, combining a proprietary investment forecasting AI with fundamentals analysis to analyze across 13 major currency pairs.

The AI model continues to learn daily, focusing not only on short-term market optimization but also on generalization to adapt to future price movements. As a result, it maintains an approximately 60% accuracy rate both in the past and the future, achieving stable operation with an average drawdown of 1.38%.

This article publishes the latest analyses from this system once a day, from around 6:00 a.m. to 9:00 a.m.

＊ Supplement ＊

From last April to this January, profits were quite smooth, increasing by more than 1% every month, butin early February, due to an operational error (missed manual parameter changes and incorrect subsequent handling), we suffered a major loss (-10%).

Thereafter, risk measures were introduced in April, but the AI became too cautious, and in recent months there has been little trading activity.

The following presents the AI's forecast results as “too cautious” as described above.※ Currently under verification and revision!

AI Forecasts and Fundamental Integration Summary

＊ Tweet ＊ Quite twisted, isn’t it?


Note

・Forecast 12 hours ahead: final judgment by AI (up / down / hold)
・Fundamental Evaluation: current currency pair fundamentals assessment
・Fundamental Change: direction of change since the previous analysis

How to Confirm

・Currency pairs to watch:

When the “12 hours ahead forecast” and “Fundamental Evaluation” agree, and the “Fundamental Change” is flat or moving in the same direction (e.g., slightly bullish → bullish)

・Currency pairs to avoid:

When the “12 hours ahead forecast” and “Fundamental Evaluation” do not match, or when the “Fundamental Change” moves in the opposite direction (e.g., bullish → slightly bullish)

Currencies to watch closely

Movements in the currencies below may be notable due to economic announcements

USD, CAD

Forecasted 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 author’s own AI forecasts and operating logic.
It does not constitute a recommendation to buy or sell specific currency pairs. Investment decisions are the reader’s own responsibility.

Supplement and Future Prospects

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

In the future, we plan to offer it through GogoJungle’s AI signal delivery service, improving it into a more practical and sustainable format.

This is a free serialized article