Bhabani Sankar Nayak 2025. The Evolution and Architecture of Multimodal AI Systems. International Journal of Scientific Research in Computer Science, Engineering and Information Technology. 11, 1 (Jan. 2025), 1007–1017. DOI:https://doi.org/10.32628/CSEIT251112108.