A paper by computer scientists Matyas Bohacek and Hany Farid with the catchy title ‘Nepotistically Trained Generative-AI Models Collapse‘ shows that training AI image generators on AI images quite quickly leads to a deterioration in the quality of output. Farid likened the phenomenon to inbreeding. “If a species inbreeds with their own offspring and doesn’t diversify their gene pool, it can lead to a collapse of the species,” he said.
https://www.creativebloq.com/ai/ai-art/research-shows-ai-image-generators-could-be-their-own-demise
https://arxiv.org/pdf/2311.12202
