# Model Collapse

The Great Inversion: Machines Overtake Humans as the Internet’s Primary Residents

For the first time in history, machine-generated web requests have surpassed human activity, accounting for 57.4% of all internet traffic. This shift, driven by the rise of AI agents and automated scraping, poses significant challenges for cybersecurity, digital advertising, and the long-term viability of AI training data.