The meteoric growth of short-form content platforms has completely altered the online landscape. Currently, trends reveal a shift towards greater interactive features, such as live broadcasting and advanced editing software. Looking ahead, we anticipate that personalized recommendations will become even substantially sophisticated, leading to focus