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Overthinking: Amplifying Reasoning Weights to Extract Learned Secrets

Hopkins, Jack et al.
arXiv (All) · Papers
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Black box auditing of language models is an essential pre-deployment tool, but it may miss subtle forms of misalignment and hidden information. To better elicit hidden information during an auditing process, we introduce \emph{overthinking}: the process of using reasoning task vectors to amplify the
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