The rapid increase of short video has fundamentally altered the online landscape. Platforms like Vine's successor and the photo-sharing platform’s video feature have spurred a massive upswing in consumer engagement. Currently , key observations involve raw content, niche creator dominance, and the rising use of machine learning tools for producti