AI-generated content has created an omnipresent cognitive load for internet users, forcing constant vigilance to distinguish authentic from artificial material. The proliferation of AI-enabled scams and spam across platforms—from fake resumes to fraudulent healthcare advice—has transformed the information landscape into an adversarial space where users must question the legitimacy of everything they encounter.
In August 2026, an experimenter scaled a fleet of AI agents from one to 144 across four departments in a week, achieving 106 closed work units but experiencing cognitive overload. Realizing the bottleneck was human attention rather than agent capability, they shut down half the fleet and found that fewer agents with clearer focus produced higher-quality work.