The explosive expansion of short video has fundamentally reshaped the online landscape. Platforms like the short-form app and IGTV Shorts have driven a significant wave in audience engagement. Right now, key patterns involve authentic content, smaller personality dominance, and the growing use of automated tools for editing . Looking forward , we e