#model-collapse

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Artificial intelligence
fromFuturism
1 month ago

ChatGPT Has Already Polluted the Internet So Badly That It's Hobbling Future AI Development

The rise of AI is causing 'model collapse' due to the dilution of quality in generated content.
Pre-ChatGPT data is becoming increasingly valuable amidst the flood of generative AI content.
#ai
Artificial intelligence
fromFuturism
2 months ago

AI Models Show Signs of Falling Apart as They Ingest More AI-Generated Data

AI models are at risk of collapse due to reliance on AI-generated data for training, causing a cycle of degraded output.
Artificial intelligence
fromFuturism
2 months ago

AI Models Show Signs of Falling Apart as They Ingest More AI-Generated Data

AI models are at risk of collapse due to reliance on AI-generated data for training, causing a cycle of degraded output.
more#ai
fromHackernoon
1 year ago

Data Quality is All You Need: Why Synthetic Data Is Not A Replacement For High-Quality Data | HackerNoon

Synthetic data cannot replace high-quality original data, as it poses risks like model collapse, especially when models rely heavily on recursively generated synthetic data.
Data science
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