Imitating Interactive Intelligence. - Josh Abramson; Arun Ahuja; Arthur Brussee; Federico Carnevale; Mary Cassin; Stephen Clark; Andrew Dudzik; Petko Georgiev; Aurelia Guy; Tim Harley; Felix Hill; Alden Hung; et al. (CoRR, 2020)

Safe Deep RL in 3D Environments using Human Feedback. - Matthew Rahtz; Vikrant Varma; Ramana Kumar; Zachary Kenton; Shane Legg; Jan Leike (CoRR, 2022)

Goal Misgeneralization: Why Correct Specifications Aren't Enough For Correct Goals. - Rohin Shah; Vikrant Varma; Ramana Kumar; Mary Phuong; Victoria Krakovna; Jonathan Uesato; Zac Kenton (CoRR, 2022)

Explaining grokking through circuit efficiency. - Vikrant Varma; Rohin Shah; Zachary Kenton; János Kramár; Ramana Kumar (CoRR, 2023)

Challenges with unsupervised LLM knowledge discovery. - Sebastian Farquhar; Vikrant Varma; Zachary Kenton; Johannes Gasteiger; Vladimir Mikulik; Rohin Shah (CoRR, 2023)

Improving Sparse Decomposition of Language Model Activations with Gated Sparse Autoencoders. - Senthooran Rajamanoharan; Arthur Conmy; Lewis Smith; Tom Lieberum; Vikrant Varma; János Kramár; Rohin Shah; Neel Nanda (NeurIPS, 2024)

Improving Dictionary Learning with Gated Sparse Autoencoders. - Senthooran Rajamanoharan; Arthur Conmy; Lewis Smith; Tom Lieberum; Vikrant Varma; János Kramár; Rohin Shah; Neel Nanda (CoRR, 2024)

Jumping Ahead: Improving Reconstruction Fidelity with JumpReLU Sparse Autoencoders. - Senthooran Rajamanoharan; Tom Lieberum; Nicolas Sonnerat; Arthur Conmy; Vikrant Varma; János Kramár; Neel Nanda (CoRR, 2024)

Gemma Scope: Open Sparse Autoencoders Everywhere All At Once on Gemma 2. - Tom Lieberum; Senthooran Rajamanoharan; Arthur Conmy; Lewis Smith; Nicolas Sonnerat; Vikrant Varma; János Kramár; Anca D. Dragan; Rohin Shah; Neel Nanda (CoRR, 2024)

MONA: Myopic Optimization with Non-myopic Approval Can Mitigate Multi-step Reward Hacking. - Sebastian Farquhar; Vikrant Varma; David Lindner; David K. Elson; Caleb Biddulph; Ian Goodfellow; Rohin Shah (CoRR, 2025)

An Approach to Technical AGI Safety and Security. - Rohin Shah; Alex Irpan; Alexander Matt Turner; Anna Wang; Arthur Conmy; David Lindner; Jonah Brown-Cohen; Lewis Ho; Neel Nanda; Raluca Ada Popa; Rishub Jain; Rory Greig; et al. (CoRR, 2025)