The rapid growth of short video has fundamentally altered the internet landscape. Platforms like TikTok and IGTV Shorts have driven a significant upswing in consumer engagement. At present , key observations involve authentic content, niche creator dominance, and the rising use of machine learning tools for production . Looking forward , we anticip