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

Hariharan Gopinath, Jan Bosch, Helena Holmström Olsson

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, evalu…