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meritocratic
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alive
95 posts
Interpretability (ML & AI)
AI Success Models
Lottery Ticket Hypothesis
Conservatism (AI)
Market making (AI safety technique)
Verification
28 posts
Myopia
Self Fulfilling/Refuting Prophecies
Luck
446
A Mechanistic Interpretability Analysis of Grokking
Neel Nanda
4mo
39
250
The Plan - 2022 Update
johnswentworth
19d
33
235
The Singular Value Decompositions of Transformer Weight Matrices are Highly Interpretable
beren
22d
27
201
Interpreting Neural Networks through the Polytope Lens
Sid Black
2mo
26
164
Understanding “Deep Double Descent”
evhub
3y
51
151
Re-Examining LayerNorm
Eric Winsor
19d
8
140
Opinions on Interpretable Machine Learning and 70 Summaries of Recent Papers
lifelonglearner
1y
16
140
How "Discovering Latent Knowledge in Language Models Without Supervision" Fits Into a Broader Alignment Scheme
Collin
5d
18
134
Circumventing interpretability: How to defeat mind-readers
Lee Sharkey
5mo
8
131
A Longlist of Theories of Impact for Interpretability
Neel Nanda
9mo
29
128
The case for becoming a black-box investigator of language models
Buck
7mo
19
123
A transparency and interpretability tech tree
evhub
6mo
10
114
MIRI comments on Cotra's "Case for Aligning Narrowly Superhuman Models"
Rob Bensinger
1y
13
113
Conversation with Eliezer: What do you want the system to do?
Akash
5mo
38
114
Self-fulfilling correlations
PhilGoetz
12y
50
79
The Credit Assignment Problem
abramdemski
3y
40
60
Open Problems with Myopia
Mark Xu
1y
16
56
Partial Agency
abramdemski
3y
18
56
AI safety via market making
evhub
2y
45
53
LCDT, A Myopic Decision Theory
adamShimi
1y
51
48
Acceptability Verification: A Research Agenda
David Udell
5mo
0
47
Why GPT wants to mesa-optimize & how we might change this
John_Maxwell
2y
32
47
Arguments against myopic training
Richard_Ngo
2y
39
46
Towards a mechanistic understanding of corrigibility
evhub
3y
26
34
Steering Behaviour: Testing for (Non-)Myopia in Language Models
Evan R. Murphy
15d
16
32
Random Thoughts on Predict-O-Matic
abramdemski
3y
3
28
Defining Myopia
abramdemski
3y
18
28
Bayesian Evolving-to-Extinction
abramdemski
2y
13