Polysemanticity and Capacity in Neural Networks. - Adam Scherlis; Kshitij Sachan; Adam S. Jermyn; Joe Benton; Buck Shlegeris (CoRR, 2022)

AI Control: Improving Safety Despite Intentional Subversion. - Ryan Greenblatt; Buck Shlegeris; Kshitij Sachan; Fabien Roger (ICML, 2024)

Debating with More Persuasive LLMs Leads to More Truthful Answers. - Akbir Khan; John Hughes; Dan Valentine; Laura Ruis; Kshitij Sachan; Ansh Radhakrishnan; Edward Grefenstette; Samuel R. Bowman; Tim Rocktäschel; Ethan Perez (ICML, 2024)

Sleeper Agents: Training Deceptive LLMs that Persist Through Safety Training. - Evan Hubinger; Carson Denison; Jesse Mu; Mike Lambert; Meg Tong; Monte MacDiarmid; Tamera Lanham; Daniel M. Ziegler; Tim Maxwell; Newton Cheng; Adam S. Jermyn; Amanda Askell; et al. (CoRR, 2024)