The integration of Artificial Intelligence (AI) in behavioral finance represents a significant shift, aiming to improve financial decision-making by identifying and predicting behavioral biases. This thesis explores AI's potential to bridge the gap between theoretical finance models and practical applications, providing deeper insights into market behaviors and enhancing investment strategies.