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alive
47 posts
Interpretability (ML & AI)
Empiricism
5 posts
AI Success Models
Conservatism (AI)
Principal-Agent Problems
Market making (AI safety technique)
422
A Mechanistic Interpretability Analysis of Grokking
Neel Nanda
4mo
39
239
The Plan - 2022 Update
johnswentworth
19d
33
227
Chris Olah’s views on AGI safety
evhub
3y
38
142
Re-Examining LayerNorm
Eric Winsor
19d
8
132
Opinions on Interpretable Machine Learning and 70 Summaries of Recent Papers
lifelonglearner
1y
16
132
How "Discovering Latent Knowledge in Language Models Without Supervision" Fits Into a Broader Alignment Scheme
Collin
5d
18
124
A Longlist of Theories of Impact for Interpretability
Neel Nanda
9mo
29
117
A transparency and interpretability tech tree
evhub
6mo
10
109
Interpretability/Tool-ness/Alignment/Corrigibility are not Composable
johnswentworth
4mo
8
102
Deep Learning Systems Are Not Less Interpretable Than Logic/Probability/Etc
johnswentworth
6mo
52
101
More Recent Progress in the Theory of Neural Networks
jylin04
2mo
6
83
Polysemanticity and Capacity in Neural Networks
Buck
2mo
9
81
An Extremely Opinionated Annotated List of My Favourite Mechanistic Interpretability Papers
Neel Nanda
2mo
5
81
Real-Time Research Recording: Can a Transformer Re-Derive Positional Info?
Neel Nanda
1mo
14
71
A positive case for how we might succeed at prosaic AI alignment
evhub
1y
47
66
Interpretability’s Alignment-Solving Potential: Analysis of 7 Scenarios
Evan R. Murphy
7mo
0
55
Solving the whole AGI control problem, version 0.0001
Steven Byrnes
1y
7
28
Pessimism About Unknown Unknowns Inspires Conservatism
michaelcohen
2y
2
15
An Open Agency Architecture for Safe Transformative AI
davidad
11h
11