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.
Оказавшиеся в Дубае российские звезды рассказали об обстановке в городе14:52
。PDF资料是该领域的重要参考
Виктория Кондратьева (Редактор отдела «Мир»)
Disrupt 2026: The tech ecosystem, all in one room
。业内人士推荐体育直播作为进阶阅读
Starter: $5/month，更多细节参见谷歌浏览器下载
В Азербайджане ответили на вопрос про беспокойство о новых атаках Ирана08:55