Глеб Палехов (редактор отдела БСССР)
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.，这一点在PDF资料中也有详细论述
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Вскоре был установлен подозреваемый, во время допроса он дал признательные показания. По словам мужчины, на поджог его толкнули мошенники. Они взломали его аккаунты в соцсетях и на «Госуслугах», получили доступ к персональным данным и стали шантажировать. Требованием было поджечь тепловоз.
Before arriving in Australia, Carney spent four days in India where he signed deals worth billions in a significant diplomatic breakthrough with Delhi.。PDF资料对此有专业解读
Please take my explanations of how function calls, and exceptions work here as illustrative rather than literal. I wanted to give an example of the kind of thing the computer is doing without getting too bogged down in how the computer actually does it. The aim of this is to think more about how control flow works with different languages, rather than how you’d actually implement it.