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佐藤雅志｜ミヤビイノベーション代表
09/10/2026 19:03
Release： 09/10/2026 19:03
Update： 09/10/2026 19:03
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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[9/11] AI × Fundamental Integration Analysis | 13 Currency Pair Strategy

ℹ️ About this article

An investment-prediction AI developed over more than a decade by an AI engineer who holds E-qualification, combined with fundamentals analysis, analyzes 13 major currency pairs across a broad spectrum.

The AI model continues to learn daily, prioritizing generalization performance that can respond to 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 data, achieving stable operation with an average drawdown of 1.38%.

In this article, the latest analysis results from this system are published once daily from 6:00 to around 9:00 in the morning.

＊Supplement＊

From last April to January this year, profits of more than 1% per month were quite smooth, butin early February there was a large loss (-10%) due to an operation error (oversight in manual parameter changes and subsequent corrective actions).

Subsequently, risk measures were added in April, but the AI became overly cautious and has seen little trading activity in recent months.

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

AI Prediction & Fundamentals Integration Summary

Supplement

・12-hour forecast: AI's final judgment (up / down / hold)
・Fundamental evaluation: current currency-pair-specific fundamentals assessment
・Fundamental change: directional change since the previous analysis

How to verify

・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., slightly bullish → bullish)

・Currency pairs to avoid:

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

Caution currencies

Due to the impact of economic announcements, movements in the following currencies should be treated with caution

USD

Forecast target 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

This article's content is based on our own AI prediction 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.

Supplement &未来 prospects

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

In the future, we plan to offer this through GogoJungle's AI signal delivery service, and we will continue to improve it to be more practical and sustainable.

This is a free serialized article