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jake_mendel

Karma: 1,260

technical AI safety program associate at OpenPhil

Re­search di­rec­tions Open Phil wants to fund in tech­ni­cal AI safety

jake_mendel, maxnadeau and Peter Favaloro
8 Feb 2025 1:40 UTC
117 points
21 comments58 min readLW link
(www.openphilanthropy.org)

Open Philan­thropy Tech­ni­cal AI Safety RFP - $40M Available Across 21 Re­search Areas

jake_mendel, maxnadeau and Peter Favaloro
6 Feb 2025 18:58 UTC
111 points
0 comments1 min readLW link
(www.openphilanthropy.org)

At­tri­bu­tion-based pa­ram­e­ter decomposition

Lucius Bushnaq, Dan Braun, StefanHex, jake_mendel and Lee Sharkey
25 Jan 2025 13:12 UTC
108 points
22 comments4 min readLW link
(publications.apolloresearch.ai)

Cir­cuits in Su­per­po­si­tion: Com­press­ing many small neu­ral net­works into one

Lucius Bushnaq and jake_mendel
14 Oct 2024 13:06 UTC
131 points
9 comments13 min readLW link

jake_mendel’s Shortform

jake_mendel19 Sep 2024 10:37 UTC
5 points
3 commentsLW link

[In­terim re­search re­port] Ac­ti­va­tion plateaus & sen­si­tive di­rec­tions in GPT2

StefanHex and jake_mendel
5 Jul 2024 17:05 UTC
65 points
2 comments5 min readLW link

SAE fea­ture ge­om­e­try is out­side the su­per­po­si­tion hypothesis

jake_mendel24 Jun 2024 16:07 UTC
229 points
17 comments11 min readLW link

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
93 points
0 comments7 min readLW link

In­ter­pretabil­ity: In­te­grated Gra­di­ents is a de­cent at­tri­bu­tion method

Lucius Bushnaq, jake_mendel, StefanHex and Kaarel
20 May 2024 17:55 UTC
23 points
7 comments6 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
108 points
4 comments3 min readLW link

A start­ing point for mak­ing sense of task struc­ture (in ma­chine learn­ing)

Kaarel, RP and jake_mendel
24 Feb 2024 1:51 UTC
45 points
2 comments12 min readLW link

Toward A Math­e­mat­i­cal Frame­work for Com­pu­ta­tion in Superposition

Dmitry Vaintrob, jake_mendel and Kaarel
18 Jan 2024 21:06 UTC
206 points
19 comments63 min readLW link