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AI Interpretability
🔎 AI Interpretability
mechanistic interpretability, explainable AI, XAI, saliency
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52
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ms
Mechanistic
Interpretability
: The Key to Trusting Agentic
AI
🛡️
AI Safety
Content type:
Discussion
bradenkelley.com
·
4d
4 days ago
Actions for Mechanistic Interpretability: The Key to Trusting Agentic AI
Query
Lens
:
Interpreting
Sparse
Key-Value Features with Indirect Effects
🗄️
Vector Databases
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Query Lens: Interpreting Sparse Key-Value Features with Indirect Effects
Compositional and
interpretable
representation of histology using
AI
foundation models and
sparse
autoencoders
🔬
AI Research
Content type:
Academic
biorxiv.org
·
3d
3 days ago
Actions for Compositional and interpretable representation of histology using AI foundation models and sparse autoencoders
[Paper] Dictionary Learning Identifiability for Understanding SAEs
🔬
AI Research
lesswrong.com
·
5d
5 days ago
Actions for [Paper] Dictionary Learning Identifiability for Understanding SAEs
Playing with Vision Embeddings
🔬
AI Research
prestonbjensen.com
·
4d
4 days ago
·
Hacker News
Actions for Playing with Vision Embeddings
Shared Semantics, Divergent
Mechanisms
: Unsupervised
Feature
Discovery by Aligning Semantics and
Mechanisms
🛡️
AI Safety
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Shared Semantics, Divergent Mechanisms: Unsupervised Feature Discovery by Aligning Semantics and Mechanisms
Coelho Mollo and Millière: The Vector Grounding Problem
🔬
AI Research
philosophyofbrains.com
·
4d
4 days ago
Actions for Coelho Mollo and Millière: The Vector Grounding Problem
Less-relevant results
BioByte 162: The Hype of Virtual Cells, ESMC's AlphaFold3-Like Performance, and the Prediction of Antibody Non-Specificity
🔬
AI Research
Content type:
Blog
decodingbio.substack.com
·
5d
5 days ago
·
Substack
Actions for BioByte 162: The Hype of Virtual Cells, ESMC's AlphaFold3-Like Performance, and the Prediction of Antibody Non-Specificity
When
Attribution
Patching
Lies: Diagnosis and a Second-Order Correction
🛡️
AI Safety
Content type:
Academic
arxiv.org
·
8h
8 hours ago
Actions for When Attribution Patching Lies: Diagnosis and a Second-Order Correction
Who Elected Anthropic?
🛡️
AI Safety
Content type:
Blog
vizierprime.substack.com
·
5d
5 days ago
·
Substack
Actions for Who Elected Anthropic?
The technical community can't be the main character in
AI
safety anymore
🛡️
AI Safety
substackcdn.com
·
3d
3 days ago
·
Substack
Actions for The technical community can't be the main character in AI safety anymore
FoldSAE: Learning to Steer Protein Folding Through
Sparse
Representations
🔬
AI Research
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for FoldSAE: Learning to Steer Protein Folding Through Sparse Representations
scMTG reconstructs single-cell temporal dynamics with Markov transition generators
🌐
Open Source
Content type:
Academic
biorxiv.org
·
3d
3 days ago
Actions for scMTG reconstructs single-cell temporal dynamics with Markov transition generators
Sparse
Autoencoders
Reveal
Interpretable
and Steerable Features in VLA Models
🧠
LLMs
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Sparse Autoencoders Reveal Interpretable and Steerable Features in VLA Models
Thoughts on 'Learning
Mechanics
'
🔬
AI Research
lesswrong.com
·
6d
6 days ago
Actions for Thoughts on 'Learning Mechanics'
Interactions Between Crosscoder
Features
: A Compact Proofs Perspective
🛡️
AI Safety
Content type:
Academic
arxiv.org
·
8h
8 hours ago
Actions for Interactions Between Crosscoder Features: A Compact Proofs Perspective
Pre-Intervention Prediction of
Sparse
Autoencoder
Steering Side Effects
🧠
LLMs
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Pre-Intervention Prediction of Sparse Autoencoder Steering Side Effects
Interpreting
and Steering a Text-to-Speech Language Model with
Sparse
Autoencoders
🧠
Language Models
Content type:
Academic
arxiv.org
·
8h
8 hours ago
Actions for Interpreting and Steering a Text-to-Speech Language Model with Sparse Autoencoders
A Geometric View for Understanding Concept Learning and Neuron
Interpretation
in
Sparse
Autoencoders
🔬
AI Research
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for A Geometric View for Understanding Concept Learning and Neuron Interpretation in Sparse Autoencoders
SAE It Across Models:
Explaining
Features
With Foreign NLA Verbalizers
🧠
LLMs
lesswrong.com
·
4d
4 days ago
Actions for SAE It Across Models: Explaining Features With Foreign NLA Verbalizers
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