9 citations · 10 across the 2 of their papers we have counts for
2 papers
cs.LG2025★ 9 cited
Open Problems in Mechanistic Interpretability
Lee Sharkey, Bilal Chughtai, Joshua Batson +26
Mechanistic interpretability aims to understand the computational mechanisms underlying neural networks' capabilities in order to accomplish concrete scientific and engineering goa…
cs.LG2024★ 1 cited
Transformer Circuit Faithfulness Metrics are not Robust
Joseph Miller, Bilal Chughtai, William Saunders
Mechanistic interpretability work attempts to reverse engineer the learned algorithms present inside neural networks. One focus of this work has been to discover 'circuits' -- subg…