The system does not remain in the market continuously. It selectively participates during favorable liquidity and volatility conditions, and suspends trading around major news releases or unstable periods. Exposure is reduced when risk increases, and expanded only when probability aligns with strategy rules. This selective execution model helps limit drawdowns and protect capital during hostile environments. Returns are generated without dependence on aggressive leverage or constant trading, but through disciplined risk filtering, specialization, and consistent compounding over time.