Causal Scrubbing

TagLast edit: 10 May 2023 10:07 UTC 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

3 Dec 2022 0:58 UTC

205 points

35 comments20 min readLW link 1 review

Concrete Methods for Heuristic Estimation on Neural Networks

Oliver Daniels14 Nov 2024 5:07 UTC

22 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

3 Dec 2022 0:59 UTC

34 points

1 comment17 min readLW link

How To Do Patching Fast

Joseph Miller11 May 2024 20:13 UTC

40 points

6 comments4 min readLW link

Causal scrubbing: Appendix

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

3 Dec 2022 0:58 UTC

18 points

4 comments20 min readLW link

Practical Pitfalls of Causal Scrubbing

Jérémy Scheurer, Phil3, tony, jacquesthibs and David Lindner

27 Mar 2023 7:47 UTC

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

3 Dec 2022 0:59 UTC

34 points

2 comments30 min readLW link

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