TH
Tom Henighan
cs.CLcs.LGcs.AIcs.CYcs.CVcs.HCstat.ML
On Valency
published · living versionsW_5uruupn8·v1 · currentpublished
Auditing language models for hidden objectives
with Samuel Marks, Johannes Treutlein, Trenton Bricken, Jack Lindsey +30
1 version
Preprints & journals
19 papers in the corpus · 2020–2026Scaling Monosemanticity: Extracting Interpretable Features from Claude 3 Sonnet2605.29358v1 · Adly Templeton, Tom Conerly, Jonathan Marcus et al.2026 · 0 citationsarXiv
Auditing language models for hidden objectives2503.10965v2 · Samuel Marks, Johannes Treutlein, Trenton Bricken et al.2025 · 4 citationsarXivon Valency
Specific versus General Principles for Constitutional AI2310.13798v1 · Sandipan Kundu, Yuntao Bai, Saurav Kadavath et al.2023 · 7 citationsarXiv
The Capacity for Moral Self-Correction in Large Language Models2302.07459v2 · Deep Ganguli, Amanda Askell, Nicholas Schiefer et al.2023 · 53 citationsarXiv
Discovering Language Model Behaviors with Model-Written Evaluations2212.09251v1 · Ethan Perez, Sam Ringer, Kamil\.e Lukosi\=ut\.e et al.2022 · 224 citationsarXivon Valency
Constitutional AI: Harmlessness from AI Feedback2212.08073v1 · Yuntao Bai, Saurav Kadavath, Sandipan Kundu et al.2022 · 322 citationsarXivon Valency
Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned2209.07858v2 · Deep Ganguli, Liane Lovitt, Jackson Kernion et al.2022 · 119 citationsarXivon Valency
Language Models (Mostly) Know What They Know2207.05221v4 · Saurav Kadavath, Tom Conerly, Amanda Askell et al.2022 · 169 citationsarXivon Valency
Measuring Progress on Scalable Oversight for Large Language Models2211.03540v2 · Samuel R. Bowman, Jeeyoon Hyun, Ethan Perez et al.2022 · 34 citationsarXiv
Predictability and Surprise in Large Generative Models2202.07785v2 · Deep Ganguli, Danny Hernandez, Liane Lovitt et al.2022 · 204 citationsarXiv
In-context Learning and Induction Heads2209.11895v1 · Catherine Olsson, Nelson Elhage, Neel Nanda et al.2022 · 87 citationsarXivon Valency
Toy Models of Superposition2209.10652v1 · Nelson Elhage, Tristan Hume, Catherine Olsson et al.2022 · 49 citationsarXiv
Scaling Laws and Interpretability of Learning from Repeated Data2205.10487v1 · Danny Hernandez, Tom Brown, Tom Conerly et al.2022 · 22 citationsarXiv
Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback2204.05862v1 · Yuntao Bai, Andy Jones, Kamal Ndousse et al.2022 · 389 citationsarXiv
A General Language Assistant as a Laboratory for Alignment2112.00861v3 · Amanda Askell, Yuntao Bai, Anna Chen et al.2021 · 27 citationsarXiv
Scaling Laws for Transfer2102.01293v1 · Danny Hernandez, Jared Kaplan, Tom Henighan et al.2021 · 26 citationsarXiv
Scaling Laws for Autoregressive Generative Modeling2010.14701v2 · Tom Henighan, Jared Kaplan, Mor Katz et al.2020 · 150 citationsarXiv
Language Models are Few-Shot Learners2005.14165v4 · Tom B. Brown, Benjamin Mann, Nick Ryder et al.2020 · 2,966 citationsarXiv
Scaling Laws for Neural Language Models2001.08361v1 · Jared Kaplan, Sam McCandlish, Tom Henighan et al.2020 · 1,513 citationsarXivon Valency
Career total: 21 works. 19 are in this corpus.
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