The mathematical proof of AI Model Collapse via Semantic Contraction.
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Updated
Jan 10, 2026 - Jupyter Notebook
The mathematical proof of AI Model Collapse via Semantic Contraction.
A benchmark evaluating if API providers preserve LLM reasoning tokens across turns. Measures thought preservation, memory gaps, and model hallucinations/fabrications about their own past thoughts.
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