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佐藤雅志｜ミヤビイノベーション代表
09/14/2026 20:10
Release： 09/14/2026 20:10
Update： 09/14/2026 20:10
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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【9/15】AI×Fundamental統合分析｜13通貨ペア戦略

ℹ️ About this article

An investment-prediction AI developed over more than 10 years by an AI engineer with E-qualification, combined with fundamentals analysis, analyzes 13 major currency pairs across a wide range.

The AI model continues learning daily, prioritizing generalization to handle future price movements as well as current market conditions, not just short-term trends. 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%.

This article publishes the latest analyses from this system once a day, from around 6:00 to 9:00 in the morning.

＊Note＊

From April last year to January this year, profits were quite smooth, exceeding +1% each month, butin early February there was a significant loss (-10%) due to an operation error (omission to change manual parameters and subsequent incorrect handling after realizing it).

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

Below is the so-called “AI that is too cautious to the point of tapping on a stone bridge” prediction result.※ Currently under verification and refinement!

AI Prediction & Fundamental Integration Summary

Notes

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

Verification Method

・Currency pairs to watch:

Forecast for 12 hours ahead and Fundamental Evaluation are in agreement, and Fundamental Change is flat or moving in the same direction (e.g., slightly bullish → bullish)

・Currency pairs to skip:

Forecast for 12 hours ahead and Fundamental Evaluation do not agree, or Fundamental Change moves in the opposite direction (e.g., bullish → slightly bullish)

Caution currencies

Due to economic releases, be cautious of fluctuations in the following currencies

USD, EUR

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 predictions and trading logic.
This does not constitute a recommendation to buy or sell any particular currency pair. Please make investment decisions at your own risk.

Notes & Future Prospects

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

In the future, we plan to offer on GogoJungle's AI signal delivery service, and will improve it into a more practical and sustainable format.

This is a free serialized article