The rapid growth of short-form content platforms has totally transformed the online landscape. Currently, trends indicate a change towards increased interactive features, such as interactive streaming and advanced editing tools. Looking ahead, we predict that tailored recommendations will become even increasingly refined, leading to niche communiti