New York Magazine editor Max Reed describes "The Inversion," a term coined by YouTube engineers in 2013 when bot traffic nearly surpassed human traffic. This phenomenon threatens the integrity of the internet as machine learning systems may begin to classify real human behavior as fraudulent. The prevalence of fake data is cited as a long-standing issue in the digital advertising industry.

