Harvard-Backed Tool Screens Kids' Videos Frame-by-Frame for Safety

Maka Kids, developed by Harvard, uses artificial intelligence to check every frame of video content for young children ages 0-6. The system looks for problems traditional ratings miss—fast pacing, overstimulation, and age-inappropriate material. When it spots potential concerns, human reviewers take a closer look, combining automated scanning with human judgment to fill a gap in how children's streaming content is evaluated.