Institutionen der Universität Bayreuth
Lehrstuhl Philosophie, Informatik und Künstliche Intelligenz

Schomäcker, Astrid ; Speith, Timo ; Deck, Luca ; Helfer, Thorsten ; Zhang, Hanwei ; Kästner, Lena:
What is AI ethics, and what is it good for? Clarifying debates on AI ethics.
In: AI and Ethics. Bd. 6 (2026) Heft 5 . - 528.
DOI: https://doi.org/10.1007/s43681-026-01326-6

Crook, Barnaby:
Understanding and the Black Box Problem in Artificial Intelligence.
Bayreuth , 2025 . - XVI, 281 S.
( Dissertation, 2025 , Universität Bayreuth, Kulturwissenschaftliche Fakultät)
DOI: https://doi.org/10.15495/EPub_UBT_00008992

Radomski, Bartosz Michał ; Bruineberg, Jelle ; Hölken, Alexander ; Potter, Henry D. ; Stankozi, Caroline ; Keijzer, Fred:
Giving body to the multitrait framework.
In: Behavioral and Brain Sciences. Bd. 48 (2025) . - e94.
DOI: https://doi.org/10.1017/S0140525X25100678

Kästner, Lena ; Schomäcker, Astrid:
Die KI-Revolution? Chancen, Risiken, Lösungswege.
In: Stephan, Achim (Hrsg.): Künstliche Intelligenz : eine Herausforderung für moderne Gesellschaften. - Berlin : Freie Akademie, 2025 . - S. 31-61 . - (Schriftenreihe der Freien Akademie ; 43 )

Schomäcker, Astrid:
Understanding the Relationship Between Fairness and Explainability for Algorithmic Decision-Making.
In: Pantsar, Markus ; Stjernfelt, Frederik ; Gramelsberger, Gabriele ; Olteanu, Alin (Hrsg.): Philosophy of Artificial Intelligence : Optimistic and Pessimistic Views. - Cham : Springer Nature Switzerland, 2025 . - S. 17-43 . - (Studies in Applied Philosophy, Epistemology and Rational Ethics ; 75 )
DOI: https://doi.org/10.1007/978-3-031-99654-2_2

Schomäcker, Astrid:
Weil ich eine Frau bin? KI-gestützte Entscheidungen und Gleichbehandlung.
In: Stephan, Achim (Hrsg.): Künstliche Intelligenz : eine Herausforderung für moderne Gesellschaften. - Berlin : Freie Akademie, 2025 . - S. 63-90 . - (Schriftenreihe der Freien Akademie ; 43 )

Speith, Timo ; Crook, Barnaby ; Mann, Sara ; Schomäcker, Astrid ; Langer, Markus:
Conceptualizing understanding in explainable artificial intelligence (XAI) : an abilities-based approach.
In: Ethics and Information Technology. Bd. 26 (2024) Heft 2 . - 40.
DOI: https://doi.org/10.1007/s10676-024-09769-3

Speith, Timo ; Speith, Julian ; Becker, Steffen ; Zou, Yixin ; Biega, Asia ; Paar, Christof:
Explainability as a Requirement for Hardware: Introducing Explainable Hardware (XHW).
In: Liebel, Grischa ; Hadar, Irit ; Spoletini, Paola (Hrsg.): 2024 IEEE 32nd International Requirements Engineering Conference (RE). - Piscataway, NJ : IEEE, 2024 . - S. 354-362
DOI: https://doi.org/10.1109/RE59067.2024.00042

Longo, Luca ; Brčić, Mario ; Cabitza, Federico ; Choi, Jaesik ; Confalonieri, Roberto ; Del Ser, Javier ; Guidotti, Riccardo ; Hayashi, Yoichi ; Herrera, Francisco ; Holzinger, Andreas ; Jiang, Richard ; Khosravi, Hassan ; Lecue, Freddy ; Malgieri, Gianclaudio ; Páez, Andrés ; Samek, Wojciech ; Schneider, Johannes ; Speith, Timo ; Stumpf, Simone:
Explainable Artificial Intelligence (XAI) 2.0 : A Manifesto of Open Challenges and Interdisciplinary Research Directions.
In: Information Fusion. Bd. 106 (2024) . - 102301.
DOI: https://doi.org/10.1016/j.inffus.2024.102301

Kästner, Lena ; Crook, Barnaby:
Explaining AI through mechanistic interpretability.
In: European Journal for Philosophy of Science. Bd. 14 (2024) Heft 4 . - 52.
DOI: https://doi.org/10.1007/s13194-024-00614-4

Radomski, Bartosz Michał ; Dołęga, Krzysztof:
Forced Friends: Why the Free Energy Principle Is Not the New Hamilton's Principle.
In: Entropy. Bd. 26 (2024) Heft 9 . - 797.
DOI: https://doi.org/10.3390/e26090797

Speith, Timo:
Building Bridges for Better Machines: From Machine Ethics to Machine Explainability and Back.
Saarbrücken : Saarländische Universitäts-und Landesbibliothek , 2023
( Dissertation, 2023, Saarland University)
DOI: https://doi.org/10.22028/D291-40450

Kästner, Lena ; Schomäcker, Astrid:
KI-Systeme in der modernen Gesellschaft : Potenziale und Grenzen.
In: Zeitschrift für Urheber- und Medienrecht. Bd. 67 (2023) Heft 8/9 . - S. 558-566.

Kästner, Lena:
Modeling psychopathology : 4D multiplexes to the rescue.
In: Synthese. Bd. 201 (2023) . - 9.
DOI: https://doi.org/10.1007/s11229-022-04008-y

Speith, Timo ; Langer, Markus:
A New Perspective on Evaluation Methods for Explainable Artificial Intelligence (XAI).
In: Schneider, Kurt ; Dalpiaz, Fabiano ; Horkoff, Jennifer (Hrsg.): 2023 IEEE 31st International Requirements Engineering Conference Workshops (REW). - Piscataway, NJ, USA : IEEE, 2023 . - S. 325-331
DOI: https://doi.org/10.1109/REW57809.2023.00061

Crook, Barnaby ; Schlüter, Maximilian ; Speith, Timo:
Revisiting the Performance-Explainability Trade-Off in Explainable Artificial Intelligence (XAI).
In: Schneider, Kurt ; Dalpiaz, Fabiano ; Horkoff, Jennifer (Hrsg.): 2023 IEEE 31st International Requirements Engineering Conference Workshops (REW). - Piscataway, NJ : IEEE, 2023 . - S. 316-324
DOI: https://doi.org/10.1109/REW57809.2023.00060

Mann, Sara ; Crook, Barnaby ; Kästner, Lena ; Schomäcker, Astrid ; Speith, Timo:
Sources of Opacity in Computer Systems : Towards a Comprehensive Taxonomy.
In: Schneider, Kurt ; Dalpiaz, Fabiano ; Horkoff, Jennifer (Hrsg.): 2023 IEEE 31st International Requirements Engineering Conference Workshops (REW). - Piscataway, NJ, USA : IEEE, 2023 . - S. 337-342
DOI: https://doi.org/10.1109/REW57809.2023.00063

Crook, Barnaby:
Understanding as a bottleneck for the data-driven approach to psychiatric science.
In: Philosophy and the Mind Sciences. Bd. 4 (2023) .
DOI: https://doi.org/10.33735/phimisci.2023.9658

Droste, Jakob ; Klös, Verena ; Sadeghi, Mersedeh ; Schwammberger, Maike ; Speith, Timo:
Welcome to the Third International Workshop on Requirements Engineering for Explainable Systems (RE4ES).
In: Schneider, Kurt ; Dalpiaz, Fabiano ; Horkoff, Jennifer (Hrsg.): 2023 IEEE 31st International Requirements Engineering Conference Workshops (REW). - Piscataway, NJ, USA : IEEE, 2023 . - S. 307-308
DOI: https://doi.org/10.1109/REW57809.2023.00058

Sieger, Leonie Nora ; Hermann, Julia ; Schomäcker, Astrid ; Heindorf, Stefan ; Meske, Christian ; Hey, Celine-Chiara ; Doğangün, Ayşegül:
User Involvement in Training Smart Home Agents : Increasing Perceived Control and Understanding.
In: Bartneck, Christoph ; Kanda, Takayuki ; Obaid, Mohammad ; Johal, Wafa (Hrsg.): HAI '22 : Proceedings of the 10th International Conference on Human-Agent Interaction. - New York, NY : Association for Computing Machinery, 2022 . - S. 76-85
DOI: https://doi.org/10.1145/3527188.3561914

Radomski, Bartosz Michał ; Šešelja, Dunja ; Naumann, Kim:
Rethinking the History of peptic ulcer disease and its relevance for network epistemology.
In: History and Philosophy of the Life Sciences. Bd. 43 (2021) . - 113.
DOI: https://doi.org/10.1007/s40656-021-00466-8

Schomäcker, Astrid:
Bridging the gap : how conceptual change can remove the obstacles to a scientific explanation of consciousness.
Berlin : Schwabe Verlag , 2020 . - (Theoria ; 1 )