My long-term research goal is to enable trustworthy and responsible machine learning. These days, I am interested in anything related to interpretability and/or large language models (LLMs). My recent research explores LLM-generated free-text self-explanations, their mathematical reasoning abilities, as well as evaluations, utilities and societal implications of model explanations in general.