The rapid expansion of short clips has fundamentally changed the internet landscape. Platforms like Vine's successor and the photo-sharing platform’s video feature have spurred a significant surge in audience engagement. Currently , key observations involve raw content, niche creator dominance, and the growing use of machine learning tools for cr