The rapid surge of short-form clip platforms has totally altered the online landscape. Currently, trends suggest a shift towards increased interactive features, such as live streaming and improved editing tools. Looking ahead, we expect that personalized recommendations will become even increasingly refined, leading to focused communities and a abu