Summary: AI played a crucial role in COVID-19 research by helping scientists identify baricitinib as a potential treatment through advanced data analysis and drug repurposing. By scanning scientific research, biological databases, and disease pathways, AI accelerated the search for effective therapies. Although not a standalone cure, this breakthrough demonstrated how artificial intelligence can support healthcare innovation, speed up drug discovery, and improve responses to future global health emergencies.