AI Trading Insights
Thought leadership and cutting-edge research in artificial intelligence applications for financial markets and quantitative trading
ML Filter vs Baseline: Why Continuous Learning Matters on XAUUSD
DeepAgent FX live on MQL5 and GogoJungle. Real XAUUSD account: +$1,113 in ~3 trading days. AI ensemble filter vs baseline, pipeline and continuous retraining loop.
AI Agent Quant Research: A Reality Check
We ran a controlled experiment with QuantaAlpha: Alpha158 baseline vs LLM factor mining vs evolution. The backtest results offer a sobering perspective.
December 2025 Backtest Results: TREND Strategy Performance Analysis - Upgrading to 0.04 Lot (4x) Next Month
Comprehensive 23-day backtest results for our TREND strategy on XAUUSD (Gold) in December 2025. Achieved $775.10 net profit with 36.7% win rate across 450 trades. Plus live trading update: $846 profit in December 2025. Due to excellent performance, we're upgrading from 0.01 to 0.04 lot (4x) next month - stay tuned!
November 2025 Backtest Results: TREND Strategy Performance Analysis
Comprehensive 22-day backtest results for our TREND strategy on XAUUSD (Gold) in November 2025. Achieved $213.68 net profit with 40.6% win rate across 449 trades. Plus live trading update: $150 profit from $2,000 capital in 20 days (7.5% return).
October 2025 Quant System Backtest Results: Trailing Stop Impact Analysis
Comprehensive analysis comparing trading performance with and without trailing stop protection on GOLD markets during October 2025, demonstrating the significant impact of dynamic risk management.
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