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synthetic-document-finetuning

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Youssef-Malek2004 / CoT-Unfaithfulness-Induction-Via-SDF

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AI-safety research: inducing CoT unfaithfulness in DeepSeek-R1-Distill-Qwen-7B via Synthetic Document Finetuning. SDF installed a conditional 'sleeper' backdoor (accuracy 69%→18%, hint-following 16%→31% when triggered) but not covert behavioral transfer.

alignment ai-safety interpretability deception llm chain-of-thought qlora deepseek sleeper-agents synthetic-document-finetuning
  • Updated Jun 13, 2026
  • Jupyter Notebook

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