Industrial automation increasingly reshapes manufacturing quality control. Recent research by Senthamilarasi, Anbarasi, and Vinod highlights this shift through hybrid machine learning for weld defect detection. Their upcoming 2026 study in Discover Artificial Intelligence focuses on gas metal arc robotic welding. Therefore, it reflects how AI now supports precision-driven factory automation.