Leverage Ratio Risks

Exposure

Leverage ratio risks represent the aggregate potential for capital depletion when market volatility exceeds the maintenance margin thresholds inherent in crypto derivatives. These risks manifest when traders utilize borrowed assets to amplify position size, creating a direct dependency on price stability that the crypto ecosystem often lacks. Sudden adverse movements trigger cascading liquidations, forcing positions to close at unfavorable prices and exacerbating the original market decline.
Model Overfitting A composition of concentric, rounded squares recedes into a dark surface, creating a sense of layered depth and focus.

Model Overfitting

Meaning ⎊ The creation of a trading model that captures historical noise rather than actionable patterns, leading to poor live results.