Generative artificial intelligence has become a major discussion point in 2023, but we generally hear about its consumer-focused or business-focused applications. However, generative AI is not just limited to this space as it has made a strong impact in academics and research fields as well. A new report has highlighted that a group of researchers have developed an AI tool that can potentially predict deadly viruses before they can appear. This model can be crucial in predicting COVID-19-like pandemic situations ahead of time, and enable governments and the healthcare industry to be better prepared.