The meteoric surge of short-form content platforms has radically reshaped the digital landscape. Currently, trends indicate a shift towards increased interactive features, such as live broadcasting and improved editing tools. Looking ahead, we predict that tailored recommendations will become even more sophisticated, leading to focused communities