When Do Model Internals Help? Exploring the Role of Representation Engineering in LLM Safety
Overall, representation engineering does not generally replace behavioral safeguards, but offers practical advantages under specific conditions and can provide complementary safety benefits.
Tian-Yi Guan, Jian-Hui Chen, Liang-Ming Pan
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