The rapid growth of short video has fundamentally altered the internet landscape. Platforms like Vine's successor and IGTV Shorts have spurred a significant upswing in user engagement. Currently , key patterns involve raw content, niche creator dominance, and the increasing use of automated tools for editing . Looking forward , we anticipate contin