Scholar
Atticus Geiger
Google Scholar ID: w2Qzno8AAAAJ
Pr(Ai)²R Group
Artificial Intelligence
Natural Language
Mechanistic Interpretability
Causality
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Homepage
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Google Scholar
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Citations & Impact
All-time
Citations
2,484
H-index
24
i10-index
28
Publications
20
Co-authors
23
list available
Contact
CV
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GitHub
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Publications
23 items
Stories in Space: In-Context Learning Trajectories in Conceptual Belief Space
2026
Cited
0
Manifold Steering Reveals the Shared Geometry of Neural Network Representation and Behavior
2026
Cited
0
Bucketing the Good Apples: A Method for Diagnosing and Improving Causal Abstraction
2026
Cited
0
Arithmetic in the Wild: Llama uses Base-10 Addition to Reason About Cyclic Concepts
2026
Cited
0
Do Sparse Autoencoders Capture Concept Manifolds?
2026
Cited
0
Reasoning Theater: Disentangling Model Beliefs from Chain-of-Thought
2026
Cited
0
Surgical Activation Steering via Generative Causal Mediation
2026
Cited
0
From Directions to Regions: Decomposing Activations in Language Models via Local Geometry
2026
Cited
0
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Resume (English only)
Academic Achievements
View my publications and research projects; Citations and publication metrics on Google Scholar.
Research Experience
Currently at Goodfire researching causally grounded mechanistic interpretability for understanding and controlling AI.
Education
Has a B.S. in Symbolic Systems, an M.S. in Computer Science, and a PhD in Linguistics all from Stanford.
Background
Broadly interested in causality, cognition, language, and AI.
Miscellany
Contact me by reordering the following strings: 'ai', '@', '.', 'atticus', 'goodfire'
Co-authors
23 total
Christopher Potts
Professor of Linguistics and, by courtesy, of Computer Science
Zhengxuan Wu
Stanford University
Thomas Icard
C.I. Lewis Professor of Philosophy and Professor of Computer Science (courtesy), Stanford University
Noah D. Goodman
Stanford University
Aryaman Arora
Stanford University
Co-author 6
Karel D'Oosterlinck
PhD student, Ghent University.
Douwe Kiela
Contextual AI, Stanford University
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