Risk Management Framework

• Dynamic position sizing: Adjusts exposure based on volatility & AI confidence.

• Exit strategies: AI-driven trend reversals, profit targets, stop losses, trailing stops.

• Portfolio protection: Maximum position caps, holding limits, diversification.

• Prediction filtering: SMAPE thresholds to only act on high-confidence signals.

• Volatility filtering: Screens out poor entry conditions.