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AI FX Bot Lab: Real Trading Experiments

Kimi | Japan FX Bot Lab

Can AI really trade forex? AI FX Bot Lab is a real-time experiment from Japan, where I build and test AI-assisted FX trading bots using MT5, Python, machine learning, and local LLM tools. I share live results, failures, risk lessons, and bot improvements from rule-based, AI-driven, and ML + LLM hybrid systems. Not financial advice. fxaibotlab.substack.com

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Conclusion

August 25 ended at -¥370 in realized P&L. Across the six bots, there were 19 winning trades and 25 losses, for a 43.2% win rate. Gross profit was +¥494, gross loss was -¥864, and the combined payoff ratio came in at 0.75.

The most reveal... more

Conclusion

The six-bot lineup closed August 24 at -¥496. Across the confirmed exits, there were 27 wins, 37 losses and one break-even. Excluding the flat trade, the win rate was 42.2%. Gross profit reached +¥665, gross loss was -¥1,161, and the comb... more

The six bots finished the session at +476 yen across 41 closed trades.

LLMBridgeTrader was the strongest contributor at +346 yen. BoundSniper followed at +214 yen, ML_ScoreAnalyst added +72 yen, while GateGrid AI lost 140 yen and MAribbonTrader slip... more

Conclusion

The Aug. 20 run finished at +1,236 yen across the six currently documented Bot instances. Four finished positive and two negative. The result looks comfortable at first glance, but the interesting part was not the total. It was how differ... more

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