LLM Unlearning on Cognaptus

LLM Unlearning on Cognaptus https://cognaptus.com/tags/llm-unlearning/ Recent content in LLM Unlearning on Cognaptus Hugo -- 0.145.0 en-us Tue, 08 Jul 2025 00:00:00 +0000 Collapse to Forget: Turning Model Collapse into a Privacy Feature for LLMs https://cognaptus.com/blog/2025-07-08-collapse-to-forget-turning-model-collapse-into-a-privacy-feature-for-llms/ Tue, 08 Jul 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-07-08-collapse-to-forget-turning-model-collapse-into-a-privacy-feature-for-llms/ A mechanism-first look at Partial Model Collapse, a machine unlearning method that turns self-generation drift into targeted output removal for LLMs.