Tootfinder

@seeingwithsound@mas.to
2026-03-17 13:09:19

#AI model collapse: Experimental evidence of progressive ChatGPT models self-convergence https://arxiv.org/abs/2603.12683v2

Experimental evidence of progressive ChatGPT models self-convergence
Large Language Models (LLMs) that undergo recursive training on synthetically generated data are susceptible to model collapse, a phenomenon marked by the generation of meaningless output. Existing research has examined this issue from either theoretical or empirical perspectives, often focusing on a single model trained recursively on its own outputs. While prior studies have cautioned against the potential degradation of LLM output quality under such conditions, no longitudinal investigation …