Topic: Long Tail

The YouTube business model relies on "long tail" revenue from millions of low-stakes videos, such as cat clips and birthday parties, rather than a few major hits. Maintaining "brand safety" for advertisers like BMW requires massive human and AI resources to police content. The current "adpocalypse" is framed as a failure of these systems to guarantee a safe environment for corporate brands.