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White Paper Series · No. 03
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The Model Collapse Problem: Why Your Cloud AI May Be Getting Dumber
Peer-reviewed research on what happens when AI models train on AI-generated data — and why it matters for professional practice.
The Shumailov et al. Nature (2024) findings explained plainly
Why over 50% of new web content is now AI-generated
The version opacity problem cloud vendors won't discuss
Why frozen local models outperform for professional work
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