Researchers have found that the buildup of AI-generated content on the web is set to "collapse" machine learning models unless ... a concept known as model collapse. In one example, a model ...

Using AI-generated datasets to train future generations of machine learning models may pollute their output, a concept known as model collapse, according to a new paper published in Nature.

“model collapse” refers to a hypothetical scenario where future AI systems get progressively dumber due to the increase of AI-generated data on the internet. Modern AI systems are built using machine ...

British and Canadian researchers led by Ilia Shumailov at Oxford show that today's machine learning models are fundamentally vulnerable to a syndrome they call "model collapse." As they write in ...

Machine-learning algorithms are responsible for the vast majority of the artificial intelligence advancements and applications you hear about. (For more background, check out our first flowchart ...

British and Canadian researchers led by Ilia Shumailov at Oxford show that today’s machine learning models are fundamentally vulnerable to a syndrome they call “model collapse.” As they ...