Is This the Subspace You Are Looking for? An Interpretability Illusion for Subspace Activation Patching. - Aleksandar Makelov; Georg Lange; Neel Nanda (CoRR, 2023)

Is This the Subspace You Are Looking for? An Interpretability Illusion for Subspace Activation Patching. - Aleksandar Makelov; Georg Lange; Atticus Geiger; Neel Nanda (ICLR, 2024)

Towards Principled Evaluations of Sparse Autoencoders for Interpretability and Control. - Aleksandar Makelov; Georg Lange; Neel Nanda (ICLR, 2025)