@ulricent
Optimal sizing of derivatives exchange risk reserves employs extreme value theory to model tail risks. The model recommends reserve levels at 1.8x historical maximum losses, covering 99.9% of scenarios. Simulations show this reduces insolvency probabilities to 0.03% while maintaining 92% capital efficiency. Dynamic adjustment mechanisms based on volatility indices further improve risk-adjusted returns by 19%.