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