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佐藤雅志｜ミヤビイノベーション代表
10/27/2026 19:46
Release： 10/27/2026 19:46
Update： 10/27/2026 19:46
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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【10/28】AI×Fundamental Integration Analysis｜13 Currency Pair Strategy

ℹ️ About this article

An investment forecasting AI developed by an AI engineer (E-qualification holder) with over 10 years of R&D experience is combined with fundamentals analysis to analyze 13 major currency pairs across the board.

The AI model continues to learn daily, prioritizing generalization performance that can handle future price movements, not just short-term market conditions. 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 a day, from around 6:00 to 9:00 in the morning.

＊Supplement＊

From last April to this January, profits of more than 1% every month had been fairly smooth, butin early February, an operational mistake (omission to change manual parameters and subsequent incorrect handling) caused a large loss (-10%).

After that, risk controls were introduced in April, but the AI became overly cautious, and in the past few months there has been little trading.

Please regard the following as the AI forecast result that “is overly cautious.”※Currently under verification and revision!

AI Forecast & Fundamentals Integration Summary

＊Notes＊Fundamental changes: none. Energy recharge in progress?


Supplement

・Forecast 12 hours later: 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:

If the “12-hour forecast” and “Fundamental evaluation” agree, and the “Fundamental change” is flat or changes in the same direction (e.g., mildly bullish → bullish)

・Currency pairs to pass on:

If the “12-hour forecast” and “Fundamental evaluation” disagree, or the “Fundamental change” moves in the opposite direction (e.g., bullish → mildly bullish)

Currencies to watch carefully

Due to economic announcements, caution is advised for the following currencies

USD, CAD, NZD

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 contents of this article are based on the author’s own AI forecast and operating logic.
This does not constitute a recommendation to buy or sell any specific currency pair. Investment decisions are the reader’s responsibility.

Supplement & Future Prospects

Currently, the AI forecast logic, fundamentals analysis, risk management, and currency selection rules are being re-examined, and for the time being, a simplified AI forecast report will continue to be freely published once a day.

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

This is a free serialized article