The future of line defects in catalysis lies in the development of new materials and methods to precisely control and utilize these defects. Advances in nanotechnology and material science will enable the design of catalysts with optimized defect structures for specific reactions. Moreover, integrating computational modeling with experimental techniques will provide deeper insights into the role of line defects in catalytic processes, paving the way for the rational design of next-generation catalysts.