“Model Collapse”: Scientists Warn Against Letting AI Eat Its Own Tail

Focus: Methods or Design

Source: TechCrunch

Readability: Intermediate

Type: Website Article

Open Source: Yes

Keywords: N/A

Learn Tags: AI and Machine Learning Bias Design/Methods Ethics

Summary: A new paper published in Nature reveals how machine learning models are at risk of suffering from a condition the paper's researchers refer to as "model collapse," a degenerative process where models can forget the true underlying data distribution over time.