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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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Artwork for AI FX Bot Lab: Real Trading Experiments

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A trader takes two losses and looks for a third trade.

A founder sees no sales and cuts the price.

A creator sees low engagement and changes the entire content strategy.

Doing something feels better than doing nothing.

Action creates the feeling ... more

On August 5 and 6, 2026, we ran a parallel test of six MT5 automated trading bots. The results across these two days provided the ultimate case study in why exit discipline—rather than entry prediction—dictates the survival of an automated trading po... more

The five bots closed 13 trades on August 4 and won 10 of them. That sounds like a strong session, but the realized result was negative 16 yen after swap.

The problem was not a lack of winning trades. It was the size and shape of the losses. The aver... more

Hello! I have been running a parallel test of five distinct MT5 automated trading bots to evaluate their real-world behaviors. For the two days of July 30 and 31, the bots successfully covered each other’s weaknesses, resulting in two consecutive day... more

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