Story of life is often told through video, whether it’s a movie, a serial, a newscast, or professional sports. This raises a gamut of research challenges with hard-hitting economic impact: for example, automating labor-intensive processes while preserving art directability, avoiding expensive reshoots by adding content-aware flexibility in postproduction, and adapting to a world with increasingly diverse devices.