Model Collapse
モデル崩壊(モデルほうかい)
AdvancedModels & Architecture
When an AI model trained on AI-generated data progressively degrades in quality, losing diversity and accuracy over generations.
Why It Matters
As AI-generated content floods the internet, future models risk training on synthetic data and degrading.
Example in Practice
A language model trained on text written by previous AI models producing increasingly generic, repetitive outputs.