#model-collapse

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Artificial intelligence
fromFuturism
1 day 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
1 day 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.
Data science
fromHackernoon
1 year ago

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

Synthetic data poses risks of model collapse and does not replace high-quality data.
Transformers may be vulnerable to performance degradation due to synthetic data bias.
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