STARC: A General Framework For Quantifying Differences Between Reward Functions. - Joar Max Viktor Skalse; Lucy Farnik; Sumeet Ramesh Motwani; Erik Jenner; Adam Gleave; Alessandro Abate (ICLR, 2024)

Inducing Human-like Biases in Moral Reasoning Language Models. - Artem Karpov; Seong Hah Cho; Austin Meek; Raymond Koopmanschap; Lucy Farnik; Bogdan-Ionut Cirstea (CoRR, 2024)

Residual Stream Analysis with Multi-Layer SAEs. - Tim Lawson; Lucy Farnik; Conor Houghton; Laurence Aitchison (ICLR, 2025)

Sparse Autoencoders Can Interpret Randomly Initialized Transformers. - Thomas Heap; Tim Lawson; Lucy Farnik; Laurence Aitchison (CoRR, 2025)

Jacobian Sparse Autoencoders: Sparsify Computations, Not Just Activations. - Lucy Farnik; Tim Lawson; Conor Houghton; Laurence Aitchison (CoRR, 2025)