Recursive LLM Degradation in Biomedical Question Answering: A Cross-Generation Study

Bibek Bhandari, Kshitij Lingthep

Repeatedly training language models on their own generated data may create a synthetic-data feedback loop in which errors and distributional biases are reintroduced into subsequent…