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佐藤雅志｜ミヤビイノベーション代表
09/17/2026 20:11
Release： 09/17/2026 20:11
Update： 09/17/2026 20:11
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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[9/18] AI×Fundamental Integration Analysis｜13 Currency Pairs Strategy

ℹ️ About this article

An AI engineer with E-qualification, who has been researching and developing for over 10 years, combines a proprietary investment forecast AI with fundamentals analysis to analyze 13 major currency pairs across the board.

The AI model continues to learn daily, prioritizing generalization performance that can cope with future price fluctuations, not just short-term market movements. As a result, it maintains an accuracy of about 60% for both past and future, achieving stable operation with an average drawdown of 1.38%.

In this article, we publish the latest analyses from this system once a day, from around 6:00 AM to around 9:00 AM.

＊ Supplemental ＊

From last April to this January, profits increased by more than 1% every month quite steadily, butin early February, due to an operation error (omission of manual parameter changes and subsequent handling mistake), a big loss (-10%) occurred.

Thereafter, risk controls were added in April, but the AI ended up being too cautious, and in recent months, there has been little trading activity.

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

AI Forecast & Fundamentals Integration Summary

Supplement

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

How to Verify

・Currency pairs to watch:

When the “12-hour forecast” and the “fundamental evaluation” agree, and the “fundamental change” is flat or moving in the same direction (e.g., slightly bullish → bullish)

・Currency pairs to skip:

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

Watchlist currencies

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

USD, EUR

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 proprietary AI forecasting and operational logic.
It does not constitute a recommendation to buy or sell any specific currency pair. Investment decisions are the reader’s own responsibility.

Supplementary & Future Prospects

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

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

This is a free serialized article