The explosive growth of short clips has fundamentally reshaped the internet landscape. Platforms like the short-form app and IGTV Shorts have spurred a significant upswing in audience engagement. Currently , key patterns involve genuine content, niche creator dominance, and the growing use of machine learning tools for editing . Looking ahead , we