UX Designers Integrate Data Into Interfaces

UX design is shifting as machine learning and AI reshape product behavior, Osman Gunes Cizmeci says, with designers now responsible for how systems learn, adapt, and respond. He argues that UX teams must define model-driven rules, collaborate with data scientists, and embed explainability, governance, and override controls to preserve trust and manage continuous optimization in user-facing products.