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Nicholas Goldowsky-Dill

Karma: 469

Interpretability Researcher at Apollo Research

Apollo Re­search 1-year update

Marius Hobbhahn, Lee Sharkey, Lucius Bushnaq, Dan Braun, Mikita Balesni, Jérémy Scheurer, Nicholas Goldowsky-Dill, StefanHex, jake_mendel, AlexMeinke and rusheb
29 May 2024 17:44 UTC
87 points
0 comments7 min readLW link

The Lo­cal In­ter­ac­tion Ba­sis: Iden­ti­fy­ing Com­pu­ta­tion­ally-Rele­vant and Sparsely In­ter­act­ing Fea­tures in Neu­ral Networks

Lucius Bushnaq, jake_mendel, Dan Braun, StefanHex, Nicholas Goldowsky-Dill, Kaarel, Avery, Joern Stoehler, debrevitatevitae, Magdalena Wache and Marius Hobbhahn
20 May 2024 17:53 UTC
101 points
2 comments3 min readLW link

Iden­ti­fy­ing Func­tion­ally Im­por­tant Fea­tures with End-to-End Sparse Dic­tionary Learning

Dan Braun, Jordan Taylor, Nicholas Goldowsky-Dill and Lee Sharkey
17 May 2024 16:25 UTC
57 points
2 comments4 min readLW link
(arxiv.org)

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

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

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
17 points
4 comments20 min readLW link

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
197 points
35 comments20 min readLW link1 review