Research

Fundamental interpretability research to understand and intentionally design advanced AI systems

August 28, 2025

Finding the Tree of Life in Evo 2

Michael Pearce

Elana Simon

Michael Byun

Daniel Balsam

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August 21, 2025

Discovering Undesired Rare Behaviors via Model Diff Amplification

Santiago Aranguri

Thomas McGrath

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August 5, 2025

The Circuits Research Landscape: Results and Perspectives

Jack Lindsey

Emmanuel Ameisen

Neel Nanda

Stepan Shabalin

Mateusz Piotrowski

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June 28, 2025

Towards Scalable Parameter Decomposition

Lucius Bushnaq

Dan Braun

Lee Sharkey

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June 11, 2025

Replicating Circuit Tracing for a Simple Known Mechanism

Max Loeffler

Owen Lewis

Thomas McGrath

Connor Watts

Jack Merullo

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December 23, 2024

Mapping the Latent Space of Llama 3.3 70B

Thomas McGrath

Daniel Balsam

Liv Gorton

Murat Cubuktepe

Myra Deng

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September 25, 2024

Understanding and Steering Llama 3 with Sparse Autoencoders

Thomas McGrath

Daniel Balsam

Myra Deng

Eric Ho

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