Communications of the ACMOpinion

When AI Tools Train on AI Output: Model Collapse in Daily Workflows

The degradation is subtle but cumulative. Tools that release frequent updates while training on datasets polluted with ...
Dark Reading

AI & the Death of Accuracy: What It Means for Zero-Trust

AI "model collapse," where LLMs over time train on more and more AI-generated data and become degraded, can introduce a host ...
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 ...
Forbes

Human-Produced Content And Experts Are Crucial To Prevent LLM “Model Collapse”

When the GenAI hype was just picking up steam, I wrote about the danger of drowning in LLM-produced blah if we failed to utilize the expertise of human linguists. It gives me no pleasure to say I was ...