Communications of the ACM

Model Collapse Is Already Happening, We Just Pretend It Isn’t

Every few months, someone announces a new AI model trained on more data than the last one, and the AI community collectively ...
Yahoo

New study warns of ‘model collapse’ as AI tools train on AI-generated content

Artificial Intelligence (AI) models could soon face a new problem as AI-generated content increasingly populates the Internet. Large language models (LLMs) such as OpenAI’s ChatGPT have relied on data ...
BGR

AI Model Collapse Might Make Current Hallucinations Seem Like A Walk In The Park

We've been worried about ChatGPT and other AI models hallucinating information since the day the former went viral. The infamous glue-on-pizza AI Overviews are the best example, but it's hardly the ...
The Conversation

What is ‘model collapse’? An expert explains the rumours about an impending AI doom

Artificial intelligence (AI) prophets and newsmongers are forecasting the end of the generative AI hype, with talk of an impending catastrophic “model collapse”. But how realistic are these ...
TechRadar

Model collapse: when data becomes a security threat

As if security teams didn’t have enough to deal with, a new threat looms on the horizon: model collapse. As organizations and researchers voraciously feed data-hungry models with synthetic content, we ...