Alvan Arulandu

Position: Multiple Definitions & Unrealistic Assumptions of Model Collapse Distract from Real World Threats

The proliferation of AI-generated content online has fueled concerns over \textit{model collapse}, a degradation in future generative models' performance when trained on synthetic data generated by earlier models. Industry leaders, premier research journals and popular science publications alike hav…