aryaj

Karma: 568

How well do models follow their constitutions?

aryaj, Senthooran Rajamanoharan and Neel Nanda

12 Mar 2026 0:07 UTC

100 points

5 comments26 min readLW link

Censored LLMs as a Natural Testbed for Secret Knowledge Elicitation

Bartosz Cywiński, Helena Casademunt, Khoi Tran, aryaj, Sam Marks and Neel Nanda

9 Mar 2026 18:50 UTC

38 points

3 comments5 min readLW link

Current activation oracles are hard to use

aryaj, Senthooran Rajamanoharan and Neel Nanda

3 Mar 2026 19:33 UTC

83 points

4 comments16 min readLW link

models have some pretty funny attractor states

aryaj, Senthooran Rajamanoharan and Neel Nanda

12 Feb 2026 21:14 UTC

275 points

38 comments18 min readLW link

Test your interpretability techniques by de-censoring Chinese models

Khoi Tran, aryaj, Senthooran Rajamanoharan and Neel Nanda

15 Jan 2026 16:33 UTC

91 points

14 comments20 min readLW link