AI can improve disease surveillance by analyzing large amounts of data from diverse sources such as social media, healthcare records, and public health reports. Advanced algorithms can identify patterns and predict outbreaks before they occur. For instance, platforms like HealthMap and BlueDot use AI to track emerging infectious diseases by scanning global news, social media, and other online sources in real-time.