The meteoric expansion of short-form clip platforms has completely reshaped the online landscape. Currently, trends indicate a shift towards more interactive features, such as real-time content and enhanced editing software. Examining ahead, we predict that customized recommendations will become even increasingly refined, leading to niche communiti