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AI models collapse when trained on recursively generated data (www.nature.com)

submitted 3 months ago by [email protected] to c/[email protected]

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[–] [email protected] 9 points 3 months ago* (last edited 3 months ago)

You have to pretty much intentionally give it enough synthetic data to wreck it. OpenAI and Anthropic train their models on generated data to improve them. As long as there's supervision during training, which there always will be, this isn't really a problem.

https://openai.com/index/prover-verifier-games-improve-legibility/

https://www.anthropic.com/research/claude-character