Jan Bosch

Rethinking Data Quality for AI-Driven Systems: Evidence from Practitioner Interviews

Data quality research has usually treated data as an input that is stored, processed, and validated. In AI-driven software-intensive systems, data also shapes model behavior, evaluation, and lawful use. Empirical evidence remains limited on how practitioners define, assess, and manage quality under these conditions. We...