unlearning-evaluation

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ParitKansal / llm-unlearning-occupancy-audit

Can wildlife-counting statistics (occupancy models) measure how much 'unlearned' knowledge an LLM still stores? A pre-registered test with an honest negative result.

statistics ai-safety machine-unlearning occupancy-model pre-registration negative-results llm unlearning-evaluation

Updated Oct 7, 2026
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