Publication: Representation Engineering: A Top-Down Approach to AI Transparency by Andy Zou, Long Phan, Sarah Chen et al. (2023-10)

Note: The source text confirms all key fields in the record. The title matches exactly. The authors listed in the record (Andy Zou, Long Phan, Sarah Chen et al.) are confirmed in the source document's author list. The publication date of 2023-10 corresponds to the arXiv identifier 2310.01405 (October 2023). The URL format matches the standard arXiv URL structure for this paper. The publication type as 'paper' is appropriate for an arXiv preprint. All verifiable claims are accurate.