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佐藤雅志｜ミヤビイノベーション代表
08/05/2026 20:15
Release： 08/05/2026 20:15
Update： 08/05/2026 20:15
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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【8/6】AI×Fundamental Integration Analysis｜13 Currency Pairs Strategy

ℹ️ About this article

An AI engineer (E-qualification holder) who has been researching and developing for over 10 years has created a proprietary investment-prediction AI, which, combined with fundamentals analysis, analyzes 13 major currency pairs across the board.

The AI model continues to learn every day, aiming for generalization that can respond to future price movements as well as the short-term market, not just optimization for a brief period. As a result, it maintains an approximate 60% accuracy rate for both past and future, and achieves stable operation with an average drawdown of 1.38%.

In this article, the latest analysis results from this system are published once daily around 9 a.m.

AI Prediction–Fundamentals Integration Summary

Notes

・Prediction 12 hours later: Final decision by AI (up / down / hold)
・Fundamental evaluation: Current fundamental evaluation by currency pair
・Fundamental change: Direction of change since the previous analysis

How to Confirm

・Currency pairs to pay attention to:

When the “12-hour prediction” and the “Fundamental evaluation” are in agreement, and the “Fundamental change” is flat or changing in the same direction (e.g., mildly bullish → bullish)

・Currency pairs to pass on:

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

Currencies to watch closely

Due to economic announcements, the following currencies are subject to notable fluctuations

USD, CAD, JPY

Prediction 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

Important notes

The content of this article is based on the proprietary AI prediction and operation logic.
It does not constitute buy/sell recommendations for any specific currency pair. Investment decisions are at your own risk.

Notes and future prospects

Currently, we are re-examining the AI prediction logic, fundamentals analysis, risk management, and currency selection rules, and for the near future, will continue to freely publish a simple daily AI forecast report once a day.

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

This is a free serialized article