Aditya Avinash Atluri 2025. The Energy Efficiency Paradox of AI Hardware: Debunking GPU Power Consumption Myths. International Journal of Scientific Research in Computer Science, Engineering and Information Technology. 11, 2 (Mar. 2025), 21–27. DOI:https://doi.org/10.32628/CSEIT251112375.