--- title: "Nina Panickssery · Anthropic — author profile and papers" description: "Nina Panickssery, Anthropic: 2 papers on Elamur Research (2024–2026), h-index 2 — affiliations, topics, co-authors and who cites them in…" canonical: "https://research.elamur.ai/free/en/authors/nina-panickssery/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/nina-panickssery/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Nina Panickssery # Nina Panickssery Nina Panickssery has 2 papers in our library, in 2024–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Bias, fairness & safety](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/); often with [Frauke Kreuter](https://md.research.elamur.ai/free/en/authors/frauke-kreuter/), [Neel Nanda](https://md.research.elamur.ai/free/en/authors/neel-nanda/). 2 papers in our library · 2024–2026 [OpenAlex](https://openalex.org/A5114449312) · [**h-index 2**](https://openalex.org/authors/A5114449312) · [9 works](https://openalex.org/works?filter=author.id:A5114449312) · [86 citations](https://openalex.org/works?filter=author.id:A5114449312&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/nina-panickssery/#papers) · [🔗 Cited 287 times in our library](https://md.research.elamur.ai/free/en/authors/nina-panickssery/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #5572](https://md.research.elamur.ai/free/en/paper-stars/page/56/#star-5572) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Nina+Panickssery) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Nina+Panickssery) · [dblp](https://dblp.org/search?q=Nina+Panickssery) · [ACL Anthology](https://aclanthology.org/search/?q=Nina+Panickssery) ## Affiliations [🏢**Anthropic** San Francisco · United States 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/companies/anthropic/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 4 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 2 Research subjects and languages the work is about.[Bias, fairness & safety · 2 works](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/nina-panickssery/year/2026/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/nina-panickssery/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[Refusal in Language Models Is Mediated by a Single Direction](https://md.research.elamur.ai/free/en/papers/arditi-2024-refusal-language-models-mediated-single/)** *(2024 · 196 citations)* Chat LLMs are safety-tuned to decline harmful requests, but how this behavior works inside the model is poorly understood. 2. **[Understanding Jailbreak Success: A Study of Latent Space Dynamics in Large Language Models](https://md.research.elamur.ai/free/en/papers/ball-2026-understanding-jailbreak-success-study-latent/)** *(2026 · 17 citations)* The paper asks why jailbreaks with very different surface forms all get past the safety training of chat LLMs, and whether they share an internal mechanism. ## All works 3 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. [**Refusal in Language Models Is Mediated by a Single Direction arXiv:2406.11717**Andy Arditi, Oscar Obeso, Aaquib Syed, et al.*2024 · 196 citations*](https://md.research.elamur.ai/free/en/papers/arditi-2024-refusal-language-models-mediated-single/) 2. **[Many-shot Jailbreaking ↗](https://doi.org/10.52202/079017-4121) neural information processing systems · no summary yet**Cem Anil et al.*2024 · 109 citations* 3. **[Understanding Jailbreak Success: A Study of Latent Space Dynamics in Large Language Models](https://md.research.elamur.ai/free/en/papers/ball-2026-understanding-jailbreak-success-study-latent/) [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/)**Sarah Ball, Frauke Kreuter, Nina Panickssery*2026 · 17 citations* ## Co-authors here 2 co-authors with a page, the most papers together first. - [Frauke Kreuter](https://md.research.elamur.ai/free/en/authors/frauke-kreuter/) - [Neel Nanda](https://md.research.elamur.ai/free/en/authors/neel-nanda/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/): [EACL 2026](https://md.research.elamur.ai/free/en/venues/eacl/2026/) - neural information processing systems ## Cited by Papers of our library cite their works 287 times (of the 149,439 papers whose bibliographies we read); [59 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/nina-panickssery/cited-by/). Updated 30 October 2026