The Story is Not the Science: Execution-Grounded Evaluation of Mechanistic Interpretability Research

Xiaoyan Bai, Alexander Baumgartner, Haojia Sun +2

Reproducibility crises across sciences highlight the limitations of the paper-centric review system in assessing the rigor and reproducibility of research. AI agents that autonomou…