According to Dario Amodei, understanding AI model interpretability is crucial for cryptocurrency trading as it enhances decision-making capabilities and risk assessment. The transparency in AI models allows traders to better comprehend market signals and adjust their strategies accordingly, potentially increasing profitability and reducing losses (source: darioamodei.com).