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Project

Neural Transparency

Creative Commons

Attribution-NonCommercial 4.0 International

Pat Pataranutaporn, Anthony Baez, Sheer Karny 

Groups
Publication

Multi-Turn Neural Transparency: Surfacing Neural Activations Improves User Calibration to LLM Behavioral Drift

Karny, Sheer, Anthony Baez, and Pat Pataranutaporn. "Multi-Turn Neural Transparency: Surfacing Neural Activations Improves User Calibration to LLM Behavioral Drift." arXiv preprint arXiv:2605.15455 (2026).

Publication

Neural Transparency: Mechanistic Interpretability Interfaces for Anticipating Model Behaviors for Personalized AI

Karny, S., Baez, A., & Pataranutaporn, P. (2026). Neural Transparency: Mechanistic Interpretability Interfaces for Anticipating Model Behaviors for Personalized AI. Proceedings of the 31st International Conference on Intelligent User Interfaces, 868–884. doi:10.1145/3742413.3789120