AI-Written Web Text Helps Small Models, Then Starts to Hurt
A paper submitted to arXiv on September 30, 2026 by researchers at the University of Maryland and AI detection company Pangram Labs found that 31.1% of quality-filtered August 2026 web tokens are AI-g…