JD Supra

Can Your AI Model Collapse?

A recent Forbes article summarizes a potentially problematic aspect of AI which highlights the importance of governance and the quality of data when training AI models. It is called “model collapse.” ...
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 ...
Opinion

Bubble Economy Distorts Reality as Markets Train on Self-Generated Artificial Data

Consider the data that the financial sector bases conclusions / decisions on (i.e. the data that the financial sector "trains" on) in a Bubble Economy like the present. The Bubble Economy’s core goal ...
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 ...