Ad fraud driven by both humans and AI agents require new signals beyond traditional bot-vs-human checks. Gavin Reid and Lindsay Kaye from HUMAN Security discuss how monetization includes ad and click fraud (peach pit), selling residential proxy access, and operating botnets for hire and preventing harm requires dismantling criminal infrastructure and collaboration across industry, since many infected devices cannot be practically cleansed by end users.