Callum McDougall

According to our database, Callum McDougall authored at least 7 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Scaling Monosemanticity: Extracting Interpretable Features from Claude 3 Sonnet.

Adly Templeton, Tom Conerly, Jonathan Marcus, Jack Lindsey, Trenton Bricken, Brian Chen, Adam Pearce, Craig Citro, Emmanuel Ameisen, Andy Jones, Hoagy Cunningham, Nicholas L. Turner, Callum McDougall, Monte MacDiarmid, Alex Tamkin, Esin Durmus, Tristan Hume, Francesco Mosconi, C. Daniel Freeman, Theodore R. Sumers, Edward Rees, Joshua Batson, Adam S. Jermyn, Shan Carter, Chris Olah, Tom Henighan

CoRR, May, 2026

What's the plan? Metrics for implicit planning in LLMs and their application to rhyme generation and question answering.

Jim Maar, Denis Paperno, Callum McDougall, Neel Nanda

CoRR, January, 2026

2025

Internal states before wait modulate reasoning patterns.

Dmitrii Troitskii, Koyena Pal, Chris Wendler, Callum McDougall, Neel Nanda

CoRR, October, 2025

SAEBench: A Comprehensive Benchmark for Sparse Autoencoders in Language Model Interpretability.

Adam Karvonen, Can Rager, Johnny Lin, Curt Tigges, Joseph Isaac Bloom, David Chanin, Yeu-Tong Lau, Eoin Farrell, Callum McDougall, Kola Ayonrinde, Matthew Wearden, Arthur Conmy, Samuel Marks, Neel Nanda

CoRR, March, 2025

SAEBench: A Comprehensive Benchmark for Sparse Autoencoders in Language Model Interpretability.

Adam Karvonen, Can Rager, Johnny Lin, Curt Tigges, Joseph Isaac Bloom, David Chanin, Yeu-Tong Lau, Eoin Farrell, Callum McDougall, Kola Ayonrinde, Demian Till, Matthew Wearden, Arthur Conmy, Samuel Marks, Neel Nanda

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Internal states before wait modulate reasoning patterns.

Dmitrii Troitskii, Koyena Pal, Chris Wendler, Callum McDougall

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

2023

Copy Suppression: Comprehensively Understanding an Attention Head.

Callum McDougall, Arthur Conmy, Cody Rushing, Thomas McGrath, Neel Nanda

CoRR, 2023