CHRISTOPHER SWEENEY

Attribution Slows Model Collapse Whether or Not It Is True

Language models trained recursively on their own output degrade. Every published mitigation works by importing information from outside the loop — blending in real human data, relabelling with a frozen external model, or detecting and filtering synthetic text. This paper tests an...