LLMs Render Traditional Ad Fraud Detection Obsolete

LLM-driven agents can now mimic human behavior with such precision that traditional detection signals like scroll patterns and dwell times are no longer reliable. This represents a structural collapse of the digital advertising verification layer, forcing the industry to rethink how it defines and measures human traffic.