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佐藤雅志｜ミヤビイノベーション代表
08/04/2026 19:56
Release： 08/04/2026 19:56
Update： 08/04/2026 19:56
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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[Aug 5] AI × Fundamental Integration Analysis | 13 Currency Pair Strategy

ℹ️ About this article

An investment prediction AI independently developed over more than ten years by an AI engineer with E資格 certification, combined with fundamental analysis, analyzes across 13 major currency pairs.

The AI model continues to learn daily and emphasizes generalization capabilities that can handle future price movements, not just short-term market conditions. As a result, it maintains an approximate 60% accuracy rate for both past and future data and achieves stable operation with an average drawdown of 1.38%.

This article publishes the latest analyses from this system once a day around 9 a.m.

AI Prediction and Fundamentals Integration Summary

Notes

・12-hour forecast: Final decision by AI (up / down / hold)
・Fundamental evaluation: Current currency pair fundamental assessment
・Fundamental change: Change direction 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., mildly bullish → bullish)

・Currency pairs to hold off on:

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

Watch list currencies

Movement of the following currencies should be watched carefully due to economic announcements

USD, CAD

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 our independent AI predictions and operational logic.
It does not constitute a recommendation to buy or sell any specific currency pairs. Investment decisions are the reader's own responsibility.

Notes and future outlook

Currently, we are revalidating the AI prediction logic, fundamental analysis, risk management, and currency selection rules, and for the time being, we will continue to publicly release a simplified AI prediction report once per day 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 easier to sustain.

This is a free serialized article