Showing 2026Show all
2 papers · 1 filter
cs.CY2026
Bridging the Disciplinary Gap in Explainable AI: From Abstract Desiderata to Concrete Tasks
Hanwei Zhang, Jingwen Wang, Holger Hermanns
Explainable AI (XAI) is often criticized for failing to satisfy broad desiderata (e.g., fairness, accountability) and for limited practical value to stakeholders. This challenge pa…
cs.CY2026
Keeping an Eye on AI: A Framework for Effective Human Oversight of AI Systems
Susanne Gaube, Markus Langer, Tim Miller +17
The use of Artificial Intelligence (AI) in high-risk, decision-making scenarios presents technical, safety, and normative challenges; problems that may only be ameliorated by human…