human-centred AI – DFKI – Interactive Machine Learning Lab

Human-Centred Active Learning through Visual Analytics

Machine learning models are powerful, yet they often sideline the domain experts who understand the data best. In conventional active learning pipelines, the model drives the process while the user simply responds, leaving domain knowledge underutilised and treating the annotator as a passive responder rather than an active contributor. This Read more

By Franziska Scheurer, 3 weeksJune 30, 2026 ago

Two recent interviews about generative and human-centred AI

The Lower Saxony press (Nordwest Zeitung/NWZ) and Oldenburg’s local Mox Journal published two interviews with Prof. Sonntag discussing generative and human-centered AI. As artificial intelligence becomes a widely discussed topic, the University of Oldenburg actively conducts research in this area. In these interviews, Prof. Sonntag elaborates on his research group’s Read more

By Anika Heinen-Hilgemeyer, 1 yearMarch 6, 2025 ago