2 papers
cs.HC2026
Policy alone is probably not the solution: A large-scale experiment on how developers struggle to design meaningful end-user explanations
Nadia Nahar, Zahra Abba Omar, Jacob Tjaden +6
Developers play a central role in determining how machine learning systems are explained in practice, yet they are rarely trained to design explanations for non-technical audiences…
cs.HC2025
The Balancing Act of Policies in Developing Machine Learning Explanations
Jacob Tjaden
Machine learning models are often criticized as opaque from a lack of transparency in their decision-making process. This study examines how policy design impacts the quality of ex…