Causal Scrubbing

TagLast edit: May 10, 2023, 10:07 AM by Magdalena Wache

https://www.lesswrong.com/posts/JvZhhzycHu2Yd57RN/causal-scrubbing-a-method-for-rigorously-testing

Causal Scrubbing: a method for rigorously testing interpretability hypotheses [Redwood Research]

LawrenceC, Adrià Garriga-alonso, Nicholas Goldowsky-Dill, ryan_greenblatt, jenny, Ansh Radhakrishnan, Buck and Nate Thomas

Dec 3, 2022, 12:58 AM

206 points

35 comments20 min readLW link 1 review

Concrete Methods for Heuristic Estimation on Neural Networks

Oliver DanielsNov 14, 2024, 5:07 AM

28 points

0 comments27 min readLW link

Causal scrubbing: results on induction heads

LawrenceC, Adrià Garriga-alonso, Nicholas Goldowsky-Dill, ryan_greenblatt, Tao Lin, jenny, Ansh Radhakrishnan, Buck and Nate Thomas

Dec 3, 2022, 12:59 AM

34 points

1 comment17 min readLW link

How To Do Patching Fast

Joseph MillerMay 11, 2024, 8:13 PM

44 points

8 comments4 min readLW link

Causal scrubbing: Appendix

LawrenceC, Adrià Garriga-alonso, Nicholas Goldowsky-Dill, ryan_greenblatt, jenny, Ansh Radhakrishnan, Buck and Nate Thomas

Dec 3, 2022, 12:58 AM

18 points

4 comments20 min readLW link

Practical Pitfalls of Causal Scrubbing

Jérémy Scheurer, Phil3, tony, jacquesthibs and David Lindner

Mar 27, 2023, 7:47 AM

87 points

17 comments13 min readLW link

Causal scrubbing: results on a paren balance checker

LawrenceC, Adrià Garriga-alonso, Nicholas Goldowsky-Dill, ryan_greenblatt, Tao Lin, jenny, Ansh Radhakrishnan, Buck and Nate Thomas

Dec 3, 2022, 12:59 AM

34 points

2 comments30 min readLW link

No comments.