Yes, AI can significantly improve the accuracy of disease outbreak predictions. Machine learning models can analyze historical data to forecast future outbreaks. These models consider various factors such as environmental changes, human behavior, and genetic mutations of pathogens. By predicting potential outbreaks, public health authorities can implement preventive measures and prepare adequate responses, thereby minimizing the impact of the disease.