Liam Carroll

Karma: 487

Mathematician, musician, hiking guide. Researcher residing in Australia jointly funded by Timaeus and the Gradient Institute. I am focusing on building tools for AI safety assurance based on Singular Learning Theory and Developmental Interpretability.

Website: lemmykc.github.io

Australian AI Safety Forum 2024

Liam Carroll and Daniel Murfet

27 Sep 2024 0:40 UTC

42 points

0 comments2 min readLW link

Stagewise Development in Neural Networks

Jesse Hoogland, Liam Carroll and Daniel Murfet

20 Mar 2024 19:54 UTC

89 points

1 comment11 min readLW link

Growth and Form in a Toy Model of Superposition

Liam Carroll and Edmund Lau

8 Nov 2023 11:08 UTC

87 points

7 comments14 min readLW link

DSLT 4. Phase Transitions in Neural Networks

Liam Carroll24 Jun 2023 17:22 UTC

30 points

3 comments16 min readLW link

DSLT 3. Neural Networks are Singular

Liam Carroll20 Jun 2023 8:20 UTC

27 points

5 comments19 min readLW link

DSLT 2. Why Neural Networks obey Occam’s Razor

Liam Carroll18 Jun 2023 0:23 UTC

22 points

14 comments17 min readLW link

DSLT 0. Distilling Singular Learning Theory

Liam Carroll16 Jun 2023 9:50 UTC

76 points

6 comments5 min readLW link

DSLT 1. The RLCT Measures the Effective Dimension of Neural Networks

Liam Carroll16 Jun 2023 9:50 UTC

51 points

9 comments13 min readLW link