Weld distortion refers to the unwanted change in shape or dimensions of a welded structure due to uneven heating and cooling during the welding process. It can lead to structural issues and increased costs, making it crucial to implement strategies to minimize distortion, such as preheating, post-weld heat treatment, and using proper welding sequences.