Human Oversight
Legislation and ethical guidelines around the globe call for effective human oversight of AI-based systems in high-risk contexts – that …
@article{langerEffectiveHumanOversightOf2024,
author = {Markus Langer and Kevin Baum and Nadine Schlicker},
doi = {10.1007/s11023-024-09701-0},
journal = {Minds and Machines - Journal for Artificial Intelligence, Philosophy and Cognitive Science},
month = {11},
number = {1},
pages = {1-30},
publisher = {Springer Nature},
title = {Effective Human Oversight of AI-Based Systems: A Signal Detection Perspective on the Detection of Inaccurate and Unfair Outputs},
volume = {35},
year = {2024}
}
This invited paper reviews a framework to assist in mitigating societal risks that software can pose. This is to promote effective …
@inproceedings{baumTamingTheAIMonster2024,
author = {Kevin Baum and Biewer Sebastian and Hermanns Holger and Hetmank Sven and Langer Markus and Lauber-Rönsberg Anne and Sterz Sarah},
booktitle = {Model Checking Software - 30th International Symposium - Proceedings. International Symposium on Model Checking Software (SPIN-2024), April 8-9, Luxembourg City, Luxembourg},
doi = {10.1007/978-3-031-66149-5_1},
editor = {Thomas Neele and Anton Wijs},
month = {10},
pages = {3-25},
publisher = {Springer Nature, Switzerland},
series = {Lecture Notes in Computer Science, LNCS},
title = {Taming the AI Monster: Monitoring of Individual Fairness for Effective Human Oversight},
volume = {14624},
year = {2024}
}
This article introduces a framework that is meant to assist in mitigating societal risks that software can pose. Concretely, this …
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@article{biewerSoftwareDopingAnalysisFor2024,
author = {Sebastian Biewer and Kevin Baum and Sarah Sterz and Holger Hermanns and Sven Hetmank and Markus Langer and Anne Lauber-Rönsberg and Franz Lehr},
doi = {10.1007/s10703-024-00445-2},
journal = {Formal Methods in System Design},
month = {4},
pages = {1-50},
publisher = {Springer},
title = {Software doping analysis for human oversight},
url = {https://link.springer.com/article/10.1007/s10703-024-00445-2#Abs1},
volume = {62},
year = {2024}
}
Human oversight is currently discussed as a potential safeguard to counter some of the negative aspects of high-risk AI applications. …
@inproceedings{sterzOnTheQuestFor2024,
author = {Sarah Sterz and Kevin Baum and Sebastian Biewer and Holger Hermanns and Anne Lauber-Rönsberg and Philip Meinel and Markus Langer},
booktitle = {Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency. ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT-2024), June 3-6, Rio de Janeiro, Brazil},
doi = {10.1145/3630106.3659051},
isbn = {979-8-4007-0450-5},
pages = {2495-2507},
publisher = {Association for Computing Machinery, New York, NY, USA},
title = {On the Quest for Effectiveness in Human Oversight: Interdisciplinary Perspectives},
url = {https://arxiv.org/abs/2404.04059},
year = {2024}
}