The meteoric expansion of short-form clip platforms has totally transformed the digital landscape. Currently, trends indicate a change towards more interactive features, such as real-time content and improved editing tools. Examining ahead, we predict that personalized recommendations will become even more sophisticated, leading to specialized comm