The toolkit provides a complete pipeline: from probing a model's hidden states to locate refusal directions, through multiple extraction strategies (PCA, mean-difference, sparse autoencoder decomposition, and whitened SVD), to the actual intervention — zeroing out or steering away from those directions at inference time. Every step is observable. You can visualize where refusal lives across layers, measure how entangled it is with general capabilities, and quantify the tradeoff between compliance and coherence before committing to any modification.
从伊朗内部的政治格局来看，强硬派已完全主导权力格局，对美妥协的空间近乎零。在面临外部的生存威胁时，权力体系更倾向于选择能够维持安全控制的强硬人物，而非推动对外缓和的改革者。
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Apple отрекламировала Microsoft14:57
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Trump says he needs to be involved selecting Iran's next leader. -Reuters。业内人士推荐爱思助手下载最新版本作为进阶阅读
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