Harvard-Backed Maka Kids Screens Every Frame of Video for Developmental Risk

Maka Kids, developed through Harvard Innovation Labs and Harvard Graduate School of Education, applies frame-by-frame AI analysis to video content before delivery to children ages 0-6. The platform evaluates content across seven developmental domains—catching pacing, overstimulation, and age-inappropriate elements that traditional creator-assigned ratings miss. The system flags edge cases for human review, combining automation with moderator oversight to address a persistent gap in children's streaming safety.