dailykos

AI "Model Collapse" looms as tech companies try to train systems using an internet full of AI slop

The TL:DR summary is that companies trying to train “AI” systems (sarcastic quote marks are sarcastic) using information produced by humans are running out of information produced by humans and ...

What happens when AI keeps learning from AI's own writing? The mathematical mechanism of 'model collapse' and the future of an AI-driven society

To prevent this model collapse, major AI companies are searching for and buying up old books from before 2022 from all over ...
Geeky Gadgets

Researchers Warn AI Training on AI Data Drives Model Collapse

Artificial intelligence systems like ChatGPT, which are trained on vast amounts of online content, are reshaping the digital ecosystem in ways that raise serious concerns. Platforms such as Stack ...

AI Model Data Synthesis, AI Breeders, and Genes

Introduction: Is 'Collapse' Not Actually 'Specialization'?I have started hearing more often that AI training data is running ...
techtimes

Model Collapse Risk Grows as Meta’s AI Ad Blitz Floods the Web With Synthetic Content

A security guard stands next to a sign at Meta headquarters on February 02, 2023 in Menlo Park, California. Facebook's parent company Meta reported better-than-expected fourth quarter earnings with ...