Volatility forecasting involves predicting the future variability of asset prices, which is crucial for risk management, portfolio optimization, and derivative pricing. Accurate forecasts can enhance financial decision-making, but the inherent unpredictability of markets and the complexity of volatility dynamics present significant challenges.