Lawson, Tim

4 publications

ICLR 2026 Automated Interpretability Metrics Do Not Distinguish Trained and Random Transformers Thomas Heap, Tim Lawson, Lucy Farnik, Laurence Aitchison

ICML 2025 Jacobian Sparse Autoencoders: Sparsify Computations, Not Just Activations Lucy Farnik, Tim Lawson, Conor Houghton, Laurence Aitchison

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

NeurIPSW 2024 Residual Stream Analysis with Multi-Layer SAEs Tim Lawson, Lucy Farnik, Conor Houghton, Laurence Aitchison