2024年7月24日 · We find that indiscriminate use of model-generated content in training causes irreversible defects in the resulting models, in which tails of the original content distribution …

2024年5月17日 · Degenerative AI? Abstract: It is not secret that generative AI, especially in the form of large language models (LLMs), is extremely popular today. One might go so far as to …

2023年6月16日 · When artificial intelligence (AI) large language models are trained on machine — instead of human — generated data it leads to model collapse, according to a study by UK …

2024年9月6日 · The New York Times recently published a thought-provoking interactive article examining the dangers of training generative AI models on their own output. The crux of the …

2024年8月26日 · Research has shown that when generative A.I. is trained on a lot of its own output, it can get a lot worse. Here are a couple of illustrations of that (based on research by …

2023年7月14日 · Degenerative learning is characterized as a vicious cycle where the model’s ability to learn and represent data accurately deteriorates with each iteration of training on AI …

2023年12月28日 · The term ‘Degenerative AI’ thus encapsulates this dual reality — the contrast between its generative capabilities and the potential degeneration into a conduit of biased or …

2023年8月2日 · When AI models learn from machine-generated rather than human-created data, major degradation happens within just a few iterations, even when some of the original data is …

2024年2月5日 · Turns out something similar could happen to artificial intelligence (AI) models if we’re not careful. AI “dementia…is something that we’ll start to discover becoming the big …

2023年3月31日 · An “AI bot in a dystopian wasteland” that I created on Canva, which uses an open source text-to-image AI engine called Stable Diffusion to auto-generate images. My two …