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meritocratic
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alive
86 posts
Interpretability (ML & AI)
Lottery Ticket Hypothesis
9 posts
AI Success Models
Conservatism (AI)
Market making (AI safety technique)
Verification
338
A Mechanistic Interpretability Analysis of Grokking
Neel Nanda
4mo
39
211
The Plan - 2022 Update
johnswentworth
19d
33
159
The Singular Value Decompositions of Transformer Weight Matrices are Highly Interpretable
beren
22d
27
139
Opinions on Interpretable Machine Learning and 70 Summaries of Recent Papers
lifelonglearner
1y
16
136
MIRI comments on Cotra's "Case for Aligning Narrowly Superhuman Models"
Rob Bensinger
1y
13
136
A transparency and interpretability tech tree
evhub
6mo
10
135
Understanding “Deep Double Descent”
evhub
3y
51
123
How "Discovering Latent Knowledge in Language Models Without Supervision" Fits Into a Broader Alignment Scheme
Collin
5d
18
123
Interpreting Neural Networks through the Polytope Lens
Sid Black
2mo
26
118
Deep Learning Systems Are Not Less Interpretable Than Logic/Probability/Etc
johnswentworth
6mo
52
118
The case for becoming a black-box investigator of language models
Buck
7mo
19
106
A Longlist of Theories of Impact for Interpretability
Neel Nanda
9mo
29
99
Re-Examining LayerNorm
Eric Winsor
19d
8
94
Circumventing interpretability: How to defeat mind-readers
Lee Sharkey
5mo
8
112
Conversation with Eliezer: What do you want the system to do?
Akash
5mo
38
78
A positive case for how we might succeed at prosaic AI alignment
evhub
1y
47
73
Various Alignment Strategies (and how likely they are to work)
Logan Zoellner
7mo
34
60
Solving the whole AGI control problem, version 0.0001
Steven Byrnes
1y
7
45
Interpretability’s Alignment-Solving Potential: Analysis of 7 Scenarios
Evan R. Murphy
7mo
0
31
Pessimism About Unknown Unknowns Inspires Conservatism
michaelcohen
2y
2
20
If AGI were coming in a year, what should we do?
MichaelStJules
8mo
16
17
RFC: Philosophical Conservatism in AI Alignment Research
Gordon Seidoh Worley
4y
13
13
An Open Agency Architecture for Safe Transformative AI
davidad
11h
11