If possible, automatically tag the video with content descriptors (e.g., adult content, based on filename or metadata).
No discussion of popular media is honest without acknowledging the mental health crisis. Transfixed.Office.Ms.Conduct.XXX.720p.HEVC.x265
TikTok perfected the variable reward schedule. By swiping up, the user never knows if the next video will be a cooking hack, a geopolitical hot take, or a dog in a costume. This randomness—the same mechanism that makes slot machines addictive—keeps the thumb moving. Popular media has now internalized this rhythm. Even long-form content (movies, albums) is being truncated. Songs are written with shorter intros to avoid being skipped on streaming; movies are edited with "second-screen" pacing, assuming the viewer is also looking at their phone. If possible, automatically tag the video with content