Carter, Shan

The Building Blocks of Interpretability

Olah, C., Satyanarayan, A., Johnson, I., Carter, S., Schubert, L., Ye, K., & Mordvintsev, A. (2018) · Distill

Explainable Artificial Intelligence (XAI)Adversarial Robustness in Machine Learning

Cited by 591

Multimodal Neurons in Artificial Neural Networks

Goh, G., Cammarata, N., Voss, C., Carter, S., Petrov, M., Schubert, L., Radford, A., & Olah, C. (2021) · Distill

Neural Networks and ApplicationsMultimodal Machine Learning Applications

Cited by 330

Zoom In: An Introduction to Circuits

Olah, C., Cammarata, N., Schubert, L., Goh, G., Petrov, M., & Carter, S. (2020) · Distill

Engineering and Technology InnovationsEngineering Education and Pedagogy

Cited by 288

Activation Atlas

Carter, S., Armstrong, Z., Schubert, L., Johnson, I., & Olah, C. (2019) · Distill

Explainable Artificial Intelligence (XAI)Advanced Neural Network Applications

Cited by 147

Curve Detectors

Cammarata, N., Goh, G., Carter, S., Schubert, L., Petrov, M., & Olah, C. (2020) · Distill

Image and Object Detection TechniquesAdvanced Neural Network Applications

Cited by 41

Understanding RL vision

Hilton, J., Cammarata, N., Carter, S., Goh, G., & Olah, C. (2020) · Distill

Reinforcement Learning in RoboticsDomain Adaptation and Few-Shot Learning

Cited by 37

Scaling Monosemanticity: Extracting Interpretable Features from Claude 3 Sonnet

Templeton, A., Conerly, T., Marcus, J., Lindsey, J., Bricken, T., Chen, B., Pearce, A., Citro, C., Ameisen, E., Jones, A., et al. (2026) · arXiv

Explainable Artificial Intelligence (XAI)Topic Modeling

Cited by 36

Auditing language models for hidden objectives

Marks, S., Treutlein, J., Bricken, T., Lindsey, J., Marcus, J., Mishra-Sharma, S., Ziegler, D., Ameisen, E., Batson, J., Belonax, T., et al. (2025) · arXiv

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 4