Chaudhary, M.Ahmad. “The Deployment Gap: Bridging the Divide Between Deep Learning Theory and Real-World Production: Even the Most Accurate Deep Learning Models Often Fail Outside the Lab. The Real Challenge Is Not Building AI — it’s Successfully Deploying It in Real-World Environments”. PakTech Today, vol. 1, no. 12, July 2026, pp. 309-10, https://pakjournals.com/ojs/index.php/ptt/article/view/169.