Compound options are exotic options that have another option as their underlying asset, making them particularly complex to model. The complexity arises because the value of a compound option is derived from another option, which is already a derivative with its own set of valuation challenges. This nested structure introduces multiple layers of volatility and dependencies that are difficult to predict and model accurately using standard option pricing models.