Preprint · 2026

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

Xiaoyan Bai, Alexander Baumgartner, Haojia Sun, Ari Holtzman, Chenhao Tan

VenuearXiv
URLhttps://arxiv.org/abs/2602.18458
TopicsReplicHAI / Agentic reproduction: systems & benchmarks
Tagsreplichai
archiveIDarXiv:2602.18458
citationKeybai2026storynotscience
libraryCatalogbackground/agentic-systems/refs.bib

BibTeX

@misc{bai2026storynotscience,
	title = {The {Story} is {Not} the {Science}: {Execution}-{Grounded} {Evaluation} of {Mechanistic} {Interpretability} {Research}},
	url = {https://arxiv.org/abs/2602.18458},
	publisher = {arXiv},
	author = {Bai, Xiaoyan and Baumgartner, Alexander and Sun, Haojia and Holtzman, Ari and Tan, Chenhao},
	year = {2026},
	keywords = {replichai},
}