Software Doping Analysis for Human Oversight

no code implementations • 11 Aug 2023 • Sebastian Biewer, Kevin Baum, Sarah Sterz, Holger Hermanns, Sven Hetmank, Markus Langer, Anne Lauber-Rönsberg, Franz Lehr

A prominent example of software doping are the tampered emission cleaning systems that were found in millions of cars around the world when the diesel emissions scandal surfaced.

Decision Making

What Do We Want From Explainable Artificial Intelligence (XAI)? -- A Stakeholder Perspective on XAI and a Conceptual Model Guiding Interdisciplinary XAI Research

no code implementations • 15 Feb 2021 • Markus Langer, Daniel Oster, Timo Speith, Holger Hermanns, Lena Kästner, Eva Schmidt, Andreas Sesing, Kevin Baum

Previous research in Explainable Artificial Intelligence (XAI) suggests that a main aim of explainability approaches is to satisfy specific interests, goals, expectations, needs, and demands regarding artificial systems (we call these stakeholders' desiderata) in a variety of contexts.

Explainable artificial intelligence Explainable Artificial Intelligence (XAI)

Towards a Framework Combining Machine Ethics and Machine Explainability

no code implementations • 3 Jan 2019 • Kevin Baum, Holger Hermanns, Timo Speith

In this paper, we try to motivate and work towards a framework combining Machine Ethics and Machine Explainability.

Decision Making Ethics

Two Challenges for CI Trustworthiness and How to Address Them

no code implementations • WS 2017 • Kevin Baum, Maximilian A. K{\"o}hl, Eva Schmidt

Vocal Bursts Valence Prediction