Representation Engineering Representation Engineering: A Top-Down Approach to AI TransparencyIn this paper, we identify and characterize the emerging area of representation engineering (RepE), an approach to enhancing the transparency of AI systems that draws on insights from cognitive...https://arxiv.org/abs/2310.01405arxiv.orghttps://arxiv.org/pdf/2502.19649