Catalog
#model-collapse
3 entries tagged “model-collapse”
A007
78%
Synthetic Data Feedback Loop
“Synthetic data can supplement or replace human-generated data for training AI models.”
-40%output diversity (unique patterns)Compoundingfactual accuracy per generation
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A017
79%
Model Collapse from Self-Training
“More training data always improves AI model quality, regardless of source.”
-40%output diversity (unique patterns)Eliminatedtail distribution representation
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A022
75%
AI Art Devaluation Cascade
“AI democratizes art creation and empowers more people to be creative.”
-40%stock photography revenue-50%freelance illustration rates
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