Arinbjörn Kolbeinsson

Arinbjörn Kolbeinsson is a machine learning scientist and researcher at the Faculty of Law, University of Iceland, and a visiting scholar at the University of Virginia. He holds a PhD from Imperial College London, with a thesis on deep learning for health outcome prediction, and a BA in Law from the University of Iceland. His research spans controllable AI, privacy-preserving synthetic data and applications of machine learning in healthcare and law. He is a co-author of Terminal-Bench, a benchmark used by leading AI laboratories to evaluate how effectively AI agents perform complex, practical computing tasks. Within FREYJA, he contributes technical expertise to the development of approaches that support research reciprocity and benefit sharing in environmental DNA research.