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佐藤雅志｜ミヤビイノベーション代表
08/24/2026 16:15
Release： 08/24/2026 16:15
Update： 08/24/2026 16:15
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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【8/25】AI×Fundamental Integration Analysis｜13 Currency Pairs Strategy

ℹ️ About this article

An investment-prediction AI independently developed through over 10 years of research and development by an AI engineer with E-qualification, combined with fundamentals analysis, analyzes across 13 major currency pairs.

The AI model continues to learn daily and emphasizes 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, 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.

AI Prediction and Fundamentals Integration Summary

Notes

・Prediction 12 hours ahead: final judgment by AI (up / down / hold)
・Fundamental evaluation: current fundamentals assessment by currency pair
・Fundamental change: directional change since the last analysis

How to confirm

・Currency pairs to watch:

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

・Currency pairs to avoid:

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

Currencies to watch closely

Due to the impact of economic announcements, the following currencies require close attention

USD, EUR

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 predictions and operation logic.
This does not constitute a recommendation to buy or sell any specific currency pair. Investment decisions are the reader’s own responsibility.

Notes and future prospects

Currently, we are re-evaluating 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.

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

This is a free serialized article