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 ...
Rethinking The Doomsday Clamor That Generative AI Will Fall Apart Due To Catastrophic Model Collapse
Forbes contributors publish independent expert analyses and insights. Dr. Lance B. Eliot is a world-renowned AI scientist and consultant. There is an ongoing and quite heated debate that generative AI ...
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 ...
Scraping from other models is a bad thing A new study published in Nature has found that training AI models using datasets created by other AI models can lead to… Scraping from other models is a bad ...
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 ...
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 ...
The failure of an AI model to perform well after it has been trained. AI model collapse can occur due to insufficient training data, a lack of diversity in the training data or when models become too ...
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