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246 posts
Interpretability (ML & AI)
Instrumental Convergence
Corrigibility
Myopia
Deconfusion
Self Fulfilling/Refuting Prophecies
Orthogonality Thesis
AI Success Models
Treacherous Turn
Gradient Hacking
Mild Optimization
Quantilization
112 posts
Iterated Amplification
Debate (AI safety technique)
Factored Cognition
Humans Consulting HCH
Experiments
Ought
AI-assisted Alignment
Memory and Mnemonics
Air Conditioning
Verification
13
An Open Agency Architecture for Safe Transformative AI
davidad
11h
11
123
How "Discovering Latent Knowledge in Language Models Without Supervision" Fits Into a Broader Alignment Scheme
Collin
5d
18
63
Can we efficiently explain model behaviors?
paulfchristiano
4d
0
4
(Extremely) Naive Gradient Hacking Doesn't Work
ojorgensen
9h
0
211
The Plan - 2022 Update
johnswentworth
19d
33
26
Paper: Transformers learn in-context by gradient descent
LawrenceC
4d
11
159
The Singular Value Decompositions of Transformer Weight Matrices are Highly Interpretable
beren
22d
27
58
You can still fetch the coffee today if you're dead tomorrow
davidad
11d
15
99
Re-Examining LayerNorm
Eric Winsor
19d
8
22
Extracting and Evaluating Causal Direction in LLMs' Activations
Fabien Roger
6d
2
31
[ASoT] Natural abstractions and AlphaZero
Ulisse Mini
10d
1
57
Multi-Component Learning and S-Curves
Adam Jermyn
20d
24
37
Steering Behaviour: Testing for (Non-)Myopia in Language Models
Evan R. Murphy
15d
16
72
Engineering Monosemanticity in Toy Models
Adam Jermyn
1mo
6
36
Take 9: No, RLHF/IDA/debate doesn't solve outer alignment.
Charlie Steiner
8d
14
47
Notes on OpenAI’s alignment plan
Alex Flint
12d
5
7
Alignment with argument-networks and assessment-predictions
Tor Økland Barstad
7d
3
16
Research request (alignment strategy): Deep dive on "making AI solve alignment for us"
JanBrauner
19d
3
92
Beliefs and Disagreements about Automating Alignment Research
Ian McKenzie
3mo
4
151
Godzilla Strategies
johnswentworth
6mo
65
47
A Library and Tutorial for Factored Cognition with Language Models
stuhlmueller
2mo
0
73
Rant on Problem Factorization for Alignment
johnswentworth
4mo
48
80
Air Conditioner Test Results & Discussion
johnswentworth
6mo
38
118
Supervise Process, not Outcomes
stuhlmueller
8mo
8
109
Preregistration: Air Conditioner Test
johnswentworth
8mo
64
35
Ought will host a factored cognition “Lab Meeting”
jungofthewon
3mo
1
10
Provably Honest - A First Step
Srijanak De
1mo
2
20
Briefly thinking through some analogs of debate
Eli Tyre
3mo
3