Inventing, investigating, and inspiring human-AI systems for human flourishing

Cyborg Psychology

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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

Publication

Simulating human well-being with large language models: Systematic validation and misestimation across 64,000 individuals from 64 countries

P. Pataranutaporn, N. Powdthavee, C. Archiwaranguprok, & P. Maes, Simulating human well-being with large language models: Systematic validation and misestimation across 64,000 individuals from 64 countries, Proc. Natl. Acad. Sci. U.S.A. 122 (48) e2519394122, https://doi.org/10.1073/pnas.2519394122 (2025).

Publication

Inventing, investigating, and inspiring human-AI systems for human flourishing

Group Contact:

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

Simulating human well-being with large language models: Systematic validation and misestimation across 64,000 individuals from 64 countries

"My Boyfriend is AI": A Computational Analysis of Human-AI Companionship in Reddit's AI Community