Executive summary Die vorliegende Zukunftsstudie „Automation 2035“ gibt einen Ausblick auf die Entwicklung der Automatisierungstechnik in den nächsten 10 Jahren. Neben der Beschreibung von Trends wie Kreislaufwirtschaft, Automatisierung der Märkte, Biologisierung, autonome Systeme und Robotik sowie IT-Sicherheit wird die zu erwartende Veränderung in der Bildung beschrieben. Dazu verwenden wir Methoden der Zukunftsforschung und arbeiten mit der Szenarientechnik, um Zukunftsperspektiven der Automation aufzuzeigen. Personas werden eingesetzt, um die zukünftigen Entwicklungen plastisch aus den Augen der Personen im Jahr 2025 und in der Zukunft im Jahr 2035 zu beschreiben. Schlüsselthemen und Trends: ... ... Inhalt Executive summary 1 1 Einführung 3 2 Zukunftsfelder für die Automatisierungstechnik 2035 4 2.1 Kreislaufwirtschaft 4 2.2 Automatisierung der Märkte 7 2.3 Biologisierung 8 2.4 Autonome Systeme und Robotik 10 2.5 Security 12 2.6 Veränderung der Ausbildung 13 3 Szenario der Automation 2035 16 4 Personas 18 4.1 Unternehmer 18 4.2 Ingenieurin 19 4.3 Schüler 20 5 Thesen und Ausblick 22 Methodik 24 Autorenteam 25 Schrifttum 26...
' alternative_title: - VDI-Studie author: - first_name: Iris full_name: Gräßler, Iris id: '47565' last_name: Gräßler orcid: 0000-0001-5765-971X - first_name: Deniz full_name: Özcan, Deniz id: '58595' last_name: Özcan - first_name: Alena Marie full_name: Tusek, Alena Marie id: '59370' last_name: Tusek - first_name: Attila full_name: Bilgic, Attila last_name: Bilgic - first_name: Christian full_name: Lange, Christian last_name: Lange - first_name: Christian full_name: Stich, Christian last_name: Stich - first_name: Christine full_name: Maul, Christine last_name: Maul - first_name: Michael full_name: Heizmann, Michael last_name: Heizmann - first_name: Michael full_name: Weyrich, Michael last_name: Weyrich - first_name: Sascha full_name: Dessel,, Sascha last_name: Dessel, - first_name: Torben full_name: Miny, Torben last_name: Miny - first_name: Ulrich full_name: Jumar, Ulrich last_name: Jumar citation: ama: Gräßler I, Özcan D, Tusek AM, et al. Automation 2035. VDI Verlag; 2025. doi:10.51202/9783911670180 apa: Gräßler, I., Özcan, D., Tusek, A. M., Bilgic, A., Lange, C., Stich, C., Maul, C., Heizmann, M., Weyrich, M., Dessel, S., Miny, T., & Jumar, U. (2025). Automation 2035. VDI Verlag. https://doi.org/10.51202/9783911670180 bibtex: '@book{Gräßler_Özcan_Tusek_Bilgic_Lange_Stich_Maul_Heizmann_Weyrich_Dessel,_et al._2025, title={Automation 2035}, DOI={10.51202/9783911670180}, publisher={VDI Verlag}, author={Gräßler, Iris and Özcan, Deniz and Tusek, Alena Marie and Bilgic, Attila and Lange, Christian and Stich, Christian and Maul, Christine and Heizmann, Michael and Weyrich, Michael and Dessel, Sascha and et al.}, year={2025} }' chicago: Gräßler, Iris, Deniz Özcan, Alena Marie Tusek, Attila Bilgic, Christian Lange, Christian Stich, Christine Maul, et al. Automation 2035. VDI Verlag, 2025. https://doi.org/10.51202/9783911670180. ieee: I. Gräßler et al., Automation 2035. VDI Verlag, 2025. mla: Gräßler, Iris, et al. Automation 2035. VDI Verlag, 2025, doi:10.51202/9783911670180. short: I. Gräßler, D. Özcan, A.M. Tusek, A. Bilgic, C. Lange, C. Stich, C. Maul, M. Heizmann, M. Weyrich, S. Dessel, T. Miny, U. Jumar, Automation 2035, VDI Verlag, 2025. date_created: 2025-11-13T16:43:05Z date_updated: 2025-11-13T16:48:43Z department: - _id: '43' - _id: '9' - _id: '26' - _id: '152' doi: 10.51202/9783911670180 language: - iso: eng publication_identifier: isbn: - '9783911670180' publication_status: published publisher: VDI Verlag quality_controlled: '1' status: public title: Automation 2035 type: book user_id: '58595' year: '2025' ... --- _id: '61944' abstract: - lang: eng text: his article describes a new student-based approach to Decoding and Disrupting. This approach consists of an educational programme that works with a multidisciplinary group of undergraduate students, so-called Culture Fellows. In the programme, the students learn about theories on disciplinary cultures and their practices, Decoding the Disciplines, and communication. The programme focuses on the implicitness of disciplinary practices and how to explore them, i.e., it seeks to address the importance of making disciplinary practices, norms, and values more accessible to students. Within the programme, the Culture Fellows use a student-based variant of the Decoding the Disciplines Paradigm that we call ‘Culture Quest’. The Culture Quest supplies students with the tools to question, explore, and decode their respective disciplines and practices. Disciplinary practices often remain implicit because lecturers, with their wealth of experience and expertise in their discipline, may be operationally blind and thus no longer aware of the fact that certain practices might need to be explained. This lack of explanation or explicitness can lead to students feeling bewildered, confused or puzzled. The Culture Fellows and in particular the Culture Quest can encourage dialogue about and exploration of disciplinary cultures and their practices and can thus allow students to grasp the implicit cultural norms and expectations within their respective disciplines more clearly. The Culture Fellows and the Culture Quest provide students – and maybe even lecturers – with opportunities to engage with and reflect on teaching and learning strategies and practices. author: - first_name: Sabrina full_name: Schmöckel, Sabrina id: '37149' last_name: Schmöckel orcid: 'https://orcid.org/0009-0002-4146-0591 ' - first_name: Ingrid full_name: Scharlau, Ingrid id: '451' last_name: Scharlau orcid: 0000-0003-2364-9489 citation: ama: 'Schmöckel S, Scharlau I. No Student Should Be an Island: A Peer-Approach to Decoding and Disrupting. Transformative Dialogues: Teaching and Learning Journal. 2025;18(3):98-115. doi:10.59236/td2025vol18iss31913' apa: 'Schmöckel, S., & Scharlau, I. (2025). No Student Should Be an Island: A Peer-Approach to Decoding and Disrupting. Transformative Dialogues: Teaching and Learning Journal, 18(3), 98–115. https://doi.org/10.59236/td2025vol18iss31913' bibtex: '@article{Schmöckel_Scharlau_2025, title={No Student Should Be an Island: A Peer-Approach to Decoding and Disrupting}, volume={18}, DOI={10.59236/td2025vol18iss31913}, number={3}, journal={Transformative Dialogues: Teaching and Learning Journal}, publisher={Penn State University Libraries}, author={Schmöckel, Sabrina and Scharlau, Ingrid}, year={2025}, pages={98–115} }' chicago: 'Schmöckel, Sabrina, and Ingrid Scharlau. “No Student Should Be an Island: A Peer-Approach to Decoding and Disrupting.” Transformative Dialogues: Teaching and Learning Journal 18, no. 3 (2025): 98–115. https://doi.org/10.59236/td2025vol18iss31913.' ieee: 'S. Schmöckel and I. Scharlau, “No Student Should Be an Island: A Peer-Approach to Decoding and Disrupting,” Transformative Dialogues: Teaching and Learning Journal, vol. 18, no. 3, pp. 98–115, 2025, doi: 10.59236/td2025vol18iss31913.' mla: 'Schmöckel, Sabrina, and Ingrid Scharlau. “No Student Should Be an Island: A Peer-Approach to Decoding and Disrupting.” Transformative Dialogues: Teaching and Learning Journal, vol. 18, no. 3, Penn State University Libraries, 2025, pp. 98–115, doi:10.59236/td2025vol18iss31913.' short: 'S. Schmöckel, I. Scharlau, Transformative Dialogues: Teaching and Learning Journal 18 (2025) 98–115.' date_created: 2025-10-23T18:11:48Z date_updated: 2025-11-14T14:18:33Z department: - _id: '424' doi: 10.59236/td2025vol18iss31913 intvolume: ' 18' issue: '3' language: - iso: eng main_file_link: - open_access: '1' oa: '1' page: 98-115 project: - _id: '912' name: Digitalisierung als Herausforderung und Innovation in der Hochschullehre (DigiSELF), Teilprojekt 2 „Entwicklung eines Programms studentischer „Culture Fellows“ zur Unterstützung in komplexen Lehr-, Lern-, und Prüfungssettings“ publication: 'Transformative Dialogues: Teaching and Learning Journal' publication_identifier: issn: - 1918-0853 publication_status: published publisher: Penn State University Libraries quality_controlled: '1' related_material: link: - relation: confirmation url: https://journals.psu.edu/td/article/view/1913 status: public title: 'No Student Should Be an Island: A Peer-Approach to Decoding and Disrupting' type: journal_article user_id: '37149' volume: 18 year: '2025' ... --- _id: '62205' author: - first_name: Dominik full_name: Rumlich, Dominik id: '76026' last_name: Rumlich orcid: 0000-0001-8682-450X - first_name: Frauke full_name: Matz, Frauke last_name: Matz citation: ama: 'Rumlich D, Matz F. Nachwuchs-Café: Symposium zur interdisziplinären Vernetzung von Doktorand/ innen und Postdocs. In: Kulovics N, Mentz O, Raith T, eds. Grenzen, Grenzräume, Entgrenzungen. wbv; 2025:507-508. doi:10.3278/9783763977932' apa: 'Rumlich, D., & Matz, F. (2025). Nachwuchs-Café: Symposium zur interdisziplinären Vernetzung von Doktorand/ innen und Postdocs. In N. Kulovics, O. Mentz, & T. Raith (Eds.), Grenzen, Grenzräume, Entgrenzungen (pp. 507–508). wbv. https://doi.org/10.3278/9783763977932' bibtex: '@inbook{Rumlich_Matz_2025, title={Nachwuchs-Café: Symposium zur interdisziplinären Vernetzung von Doktorand/ innen und Postdocs}, DOI={10.3278/9783763977932}, booktitle={Grenzen, Grenzräume, Entgrenzungen}, publisher={wbv}, author={Rumlich, Dominik and Matz, Frauke}, editor={Kulovics, Nina and Mentz, Olivier and Raith, Thomas}, year={2025}, pages={507–508} }' chicago: 'Rumlich, Dominik, and Frauke Matz. “Nachwuchs-Café: Symposium zur interdisziplinären Vernetzung von Doktorand/ innen und Postdocs.” In Grenzen, Grenzräume, Entgrenzungen, edited by Nina Kulovics, Olivier Mentz, and Thomas Raith, 507–8. wbv, 2025. https://doi.org/10.3278/9783763977932.' ieee: 'D. Rumlich and F. Matz, “Nachwuchs-Café: Symposium zur interdisziplinären Vernetzung von Doktorand/ innen und Postdocs,” in Grenzen, Grenzräume, Entgrenzungen, N. Kulovics, O. Mentz, and T. Raith, Eds. wbv, 2025, pp. 507–508.' mla: 'Rumlich, Dominik, and Frauke Matz. “Nachwuchs-Café: Symposium zur interdisziplinären Vernetzung von Doktorand/ innen und Postdocs.” Grenzen, Grenzräume, Entgrenzungen, edited by Nina Kulovics et al., wbv, 2025, pp. 507–08, doi:10.3278/9783763977932.' short: 'D. Rumlich, F. Matz, in: N. Kulovics, O. Mentz, T. Raith (Eds.), Grenzen, Grenzräume, Entgrenzungen, wbv, 2025, pp. 507–508.' date_created: 2025-11-14T14:23:44Z date_updated: 2025-11-14T14:23:48Z department: - _id: '36' - _id: '1' - _id: '612' doi: 10.3278/9783763977932 editor: - first_name: Nina full_name: Kulovics, Nina last_name: Kulovics - first_name: Olivier full_name: Mentz, Olivier last_name: Mentz - first_name: Thomas full_name: Raith, Thomas last_name: Raith language: - iso: ger page: 507-508 publication: Grenzen, Grenzräume, Entgrenzungen publication_identifier: unknown: - '9783763977932' publisher: wbv status: public title: 'Nachwuchs-Café: Symposium zur interdisziplinären Vernetzung von Doktorand/ innen und Postdocs' type: book_chapter user_id: '76026' year: '2025' ... --- _id: '62202' author: - first_name: Dominik full_name: Rumlich, Dominik id: '76026' last_name: Rumlich orcid: 0000-0001-8682-450X citation: ama: 'Rumlich D. Reliabilität. In: Vogt K, Rossa H, eds. Leistungsmessung, Evaluation und Feedback im Fremdsprachenunterricht. Klett Kallmeyer; 2025:35-41. doi:10.5555/9783772717772' apa: Rumlich, D. (2025). Reliabilität. In K. Vogt & H. Rossa (Eds.), Leistungsmessung, Evaluation und Feedback im Fremdsprachenunterricht (pp. 35–41). Klett Kallmeyer. https://doi.org/10.5555/9783772717772 bibtex: '@inbook{Rumlich_2025, title={Reliabilität}, DOI={10.5555/9783772717772}, booktitle={Leistungsmessung, Evaluation und Feedback im Fremdsprachenunterricht}, publisher={Klett Kallmeyer}, author={Rumlich, Dominik}, editor={Vogt, Karin and Rossa, Henning}, year={2025}, pages={35–41} }' chicago: Rumlich, Dominik. “Reliabilität.” In Leistungsmessung, Evaluation und Feedback im Fremdsprachenunterricht, edited by Karin Vogt and Henning Rossa, 35–41. Klett Kallmeyer, 2025. https://doi.org/10.5555/9783772717772. ieee: D. Rumlich, “Reliabilität,” in Leistungsmessung, Evaluation und Feedback im Fremdsprachenunterricht, K. Vogt and H. Rossa, Eds. Klett Kallmeyer, 2025, pp. 35–41. mla: Rumlich, Dominik. “Reliabilität.” Leistungsmessung, Evaluation und Feedback im Fremdsprachenunterricht, edited by Karin Vogt and Henning Rossa, Klett Kallmeyer, 2025, pp. 35–41, doi:10.5555/9783772717772. short: 'D. Rumlich, in: K. Vogt, H. Rossa (Eds.), Leistungsmessung, Evaluation und Feedback im Fremdsprachenunterricht, Klett Kallmeyer, 2025, pp. 35–41.' date_created: 2025-11-14T14:03:43Z date_updated: 2025-11-14T14:03:47Z department: - _id: '36' - _id: '1' - _id: '612' doi: 10.5555/9783772717772 editor: - first_name: Karin full_name: Vogt, Karin last_name: Vogt - first_name: Henning full_name: Rossa, Henning last_name: Rossa language: - iso: ger page: 35-41 publication: Leistungsmessung, Evaluation und Feedback im Fremdsprachenunterricht publication_identifier: unknown: - 978-3-7727-1776-5 publisher: Klett Kallmeyer status: public title: Reliabilität type: book_chapter user_id: '76026' year: '2025' ... --- _id: '62204' author: - first_name: Sabrina full_name: Schmöckel, Sabrina id: '37149' last_name: Schmöckel orcid: 'https://orcid.org/0009-0002-4146-0591 ' citation: ama: Schmöckel S. Hör mal, wer da spricht – Eine dialogische Perspektive auf studentische Äußerungen zu Fachkulturen. die hochschullehre. apa: Schmöckel, S. (n.d.). Hör mal, wer da spricht – Eine dialogische Perspektive auf studentische Äußerungen zu Fachkulturen. die hochschullehre. bibtex: '@article{Schmöckel, title={Hör mal, wer da spricht – Eine dialogische Perspektive auf studentische Äußerungen zu Fachkulturen}, journal={die hochschullehre}, author={Schmöckel, Sabrina} }' chicago: Schmöckel, Sabrina. “Hör mal, wer da spricht – Eine dialogische Perspektive auf studentische Äußerungen zu Fachkulturen.” die hochschullehre, n.d. ieee: S. Schmöckel, “Hör mal, wer da spricht – Eine dialogische Perspektive auf studentische Äußerungen zu Fachkulturen,” die hochschullehre. mla: Schmöckel, Sabrina. “Hör mal, wer da spricht – Eine dialogische Perspektive auf studentische Äußerungen zu Fachkulturen.” die hochschullehre. short: S. Schmöckel, die hochschullehre (n.d.). date_created: 2025-11-14T14:24:28Z date_updated: 2025-11-14T14:25:35Z department: - _id: '424' language: - iso: ger project: - _id: '912' name: Digitalisierung als Herausforderung und Innovation in der Hochschullehre (DigiSELF), Teilprojekt 2 „Entwicklung eines Programms studentischer „Culture Fellows“ zur Unterstützung in komplexen Lehr-, Lern-, und Prüfungssettings“ publication: die hochschullehre publication_status: accepted status: public title: Hör mal, wer da spricht – Eine dialogische Perspektive auf studentische Äußerungen zu Fachkulturen type: journal_article user_id: '37149' year: '2025' ... --- _id: '62211' abstract: - lang: ger text: Zur Steigerung der Ressourceneffizienz technischer Komponenten sind neben dem Leichtbau insbesondere neuartige Fertigungstechnologien und Prozessketten mit geschlossenen Stoffkreisläufen von großer Bedeutung. Im Beitrag werden am Beispiel einer Demonstratorstruktur aus hybriden Leichtbauprofilen (Aluminium und faserverstärktes Polyamid) technisch-technologische Lösungsoptionen für die gesamte Prozesskette inklusive des Recyclings vorgestellt und in Pilotversuchen bewertet. author: - first_name: Daniel full_name: Weck, Daniel last_name: Weck - first_name: Michael full_name: Müller-Pabel, Michael last_name: Müller-Pabel - first_name: Thomas full_name: Krampitz, Thomas last_name: Krampitz - first_name: Christine full_name: Hecker, Christine last_name: Hecker - first_name: Alessandro full_name: Selvaggio, Alessandro last_name: Selvaggio - first_name: Julian full_name: Gilich, Julian id: '44391' last_name: Gilich - first_name: Maik full_name: Gude, Maik last_name: Gude - first_name: Holger full_name: Lieberwirth, Holger last_name: Lieberwirth - first_name: A. Erman full_name: Tekkaya, A. Erman last_name: Tekkaya - first_name: Gerson full_name: Meschut, Gerson id: '32056' last_name: Meschut orcid: 0000-0002-2763-1246 citation: ama: Weck D, Müller-Pabel M, Krampitz T, et al. Ressourceneffiziente Fertigung von Leichtbaustrukturen. Werkstattstechnik online. 2025;115(10):708-717. doi:10.37544/1436-4980-2025-10-12 apa: Weck, D., Müller-Pabel, M., Krampitz, T., Hecker, C., Selvaggio, A., Gilich, J., Gude, M., Lieberwirth, H., Tekkaya, A. E., & Meschut, G. (2025). Ressourceneffiziente Fertigung von Leichtbaustrukturen. Werkstattstechnik online, 115(10), 708–717. https://doi.org/10.37544/1436-4980-2025-10-12 bibtex: '@article{Weck_Müller-Pabel_Krampitz_Hecker_Selvaggio_Gilich_Gude_Lieberwirth_Tekkaya_Meschut_2025, title={Ressourceneffiziente Fertigung von Leichtbaustrukturen}, volume={115}, DOI={10.37544/1436-4980-2025-10-12}, number={10}, journal={Werkstattstechnik online}, publisher={VDI Fachmedien GmbH and Co. KG}, author={Weck, Daniel and Müller-Pabel, Michael and Krampitz, Thomas and Hecker, Christine and Selvaggio, Alessandro and Gilich, Julian and Gude, Maik and Lieberwirth, Holger and Tekkaya, A. Erman and Meschut, Gerson}, year={2025}, pages={708–717} }' chicago: 'Weck, Daniel, Michael Müller-Pabel, Thomas Krampitz, Christine Hecker, Alessandro Selvaggio, Julian Gilich, Maik Gude, Holger Lieberwirth, A. Erman Tekkaya, and Gerson Meschut. “Ressourceneffiziente Fertigung von Leichtbaustrukturen.” Werkstattstechnik online 115, no. 10 (2025): 708–17. https://doi.org/10.37544/1436-4980-2025-10-12.' ieee: 'D. Weck et al., “Ressourceneffiziente Fertigung von Leichtbaustrukturen,” Werkstattstechnik online, vol. 115, no. 10, pp. 708–717, 2025, doi: 10.37544/1436-4980-2025-10-12.' mla: Weck, Daniel, et al. “Ressourceneffiziente Fertigung von Leichtbaustrukturen.” Werkstattstechnik online, vol. 115, no. 10, VDI Fachmedien GmbH and Co. KG, 2025, pp. 708–17, doi:10.37544/1436-4980-2025-10-12. short: D. Weck, M. Müller-Pabel, T. Krampitz, C. Hecker, A. Selvaggio, J. Gilich, M. Gude, H. Lieberwirth, A.E. Tekkaya, G. Meschut, Werkstattstechnik online 115 (2025) 708–717. date_created: 2025-11-17T08:36:04Z date_updated: 2025-11-17T08:41:59Z department: - _id: '157' doi: 10.37544/1436-4980-2025-10-12 intvolume: ' 115' issue: '10' language: - iso: ger page: 708-717 publication: Werkstattstechnik online publication_status: published publisher: VDI Fachmedien GmbH and Co. KG quality_controlled: '1' status: public title: Ressourceneffiziente Fertigung von Leichtbaustrukturen type: journal_article user_id: '44391' volume: 115 year: '2025' ... --- _id: '62213' author: - first_name: Jaroslaw full_name: Kornowicz, Jaroslaw id: '44029' last_name: Kornowicz orcid: 0000-0002-5654-9911 citation: ama: Kornowicz J. An Empirical Examination of the Evaluative AI Framework. International Journal of Human–Computer Interaction. Published online 2025:1-19. doi:10.1080/10447318.2025.2581260 apa: Kornowicz, J. (2025). An Empirical Examination of the Evaluative AI Framework. International Journal of Human–Computer Interaction, 1–19. https://doi.org/10.1080/10447318.2025.2581260 bibtex: '@article{Kornowicz_2025, title={An Empirical Examination of the Evaluative AI Framework}, DOI={10.1080/10447318.2025.2581260}, journal={International Journal of Human–Computer Interaction}, publisher={Informa UK Limited}, author={Kornowicz, Jaroslaw}, year={2025}, pages={1–19} }' chicago: Kornowicz, Jaroslaw. “An Empirical Examination of the Evaluative AI Framework.” International Journal of Human–Computer Interaction, 2025, 1–19. https://doi.org/10.1080/10447318.2025.2581260. ieee: 'J. Kornowicz, “An Empirical Examination of the Evaluative AI Framework,” International Journal of Human–Computer Interaction, pp. 1–19, 2025, doi: 10.1080/10447318.2025.2581260.' mla: Kornowicz, Jaroslaw. “An Empirical Examination of the Evaluative AI Framework.” International Journal of Human–Computer Interaction, Informa UK Limited, 2025, pp. 1–19, doi:10.1080/10447318.2025.2581260. short: J. Kornowicz, International Journal of Human–Computer Interaction (2025) 1–19. date_created: 2025-11-17T12:27:42Z date_updated: 2025-11-17T12:28:12Z department: - _id: '178' - _id: '184' doi: 10.1080/10447318.2025.2581260 language: - iso: eng page: 1-19 project: - _id: '125' name: TRR 318 - Subproject C2 publication: International Journal of Human–Computer Interaction publication_identifier: issn: - 1044-7318 - 1532-7590 publication_status: published publisher: Informa UK Limited status: public title: An Empirical Examination of the Evaluative AI Framework type: journal_article user_id: '72497' year: '2025' ... --- _id: '59166' author: - first_name: Sven full_name: Thomas, Sven id: '94561' last_name: Thomas citation: ama: 'Thomas S. Rezension: Hanna Meretoja: Die Nacht der alten Feuer. HannahArendtNet. 2025;14(1):237–239. doi:10.57773/HANET.V14I1.606' apa: 'Thomas, S. (2025). Rezension: Hanna Meretoja: Die Nacht der alten Feuer. HannahArendt.Net, 14(1), 237–239. https://doi.org/10.57773/HANET.V14I1.606' bibtex: '@article{Thomas_2025, title={Rezension: Hanna Meretoja: Die Nacht der alten Feuer}, volume={14}, DOI={10.57773/HANET.V14I1.606}, number={1}, journal={HannahArendt.Net}, author={Thomas, Sven}, year={2025}, pages={237–239} }' chicago: 'Thomas, Sven. “Rezension: Hanna Meretoja: Die Nacht der alten Feuer.” HannahArendt.Net 14, no. 1 (2025): 237–239. https://doi.org/10.57773/HANET.V14I1.606.' ieee: 'S. Thomas, “Rezension: Hanna Meretoja: Die Nacht der alten Feuer,” HannahArendt.Net, vol. 14, no. 1, pp. 237–239, 2025, doi: 10.57773/HANET.V14I1.606.' mla: 'Thomas, Sven. “Rezension: Hanna Meretoja: Die Nacht der alten Feuer.” HannahArendt.Net, vol. 14, no. 1, 2025, pp. 237–239, doi:10.57773/HANET.V14I1.606.' short: S. Thomas, HannahArendt.Net 14 (2025) 237–239. date_created: 2025-03-27T06:48:27Z date_updated: 2025-11-18T09:11:32Z department: - _id: '26' - _id: '756' doi: 10.57773/HANET.V14I1.606 intvolume: ' 14' issue: '1' language: - iso: ger main_file_link: - open_access: '1' url: https://www.hannaharendt.net/index.php/han/article/view/606/961 oa: '1' page: 237–239 publication: HannahArendt.Net status: public title: 'Rezension: Hanna Meretoja: Die Nacht der alten Feuer' type: journal_article user_id: '94561' volume: 14 year: '2025' ... --- _id: '61517' author: - first_name: Suzana full_name: Alpsancar, Suzana id: '93637' last_name: Alpsancar citation: ama: 'Alpsancar S. Algorithmische Kulturen des Pflanzensammelns? Das Beispiel der Computerisierung des Botanischen Gartens und Botanischen Museums Berlin. In: Hashagen U, Seising R, eds. Algorithmische Wissenskulturen. Der Einfluss des Computers auf die Wissenschaftsentwicklung. Die blaue Stunde der Informatik. Springer; 2025:327–365. doi:10.1007/978-3-658-35560-9_14' apa: Alpsancar, S. (2025). Algorithmische Kulturen des Pflanzensammelns? Das Beispiel der Computerisierung des Botanischen Gartens und Botanischen Museums Berlin. In U. Hashagen & R. Seising (Eds.), Algorithmische Wissenskulturen. Der Einfluss des Computers auf die Wissenschaftsentwicklung (pp. 327–365). Springer. https://doi.org/10.1007/978-3-658-35560-9_14 bibtex: '@inbook{Alpsancar_2025, place={Wiesbaden}, series={Die blaue Stunde der Informatik}, title={Algorithmische Kulturen des Pflanzensammelns? Das Beispiel der Computerisierung des Botanischen Gartens und Botanischen Museums Berlin}, DOI={10.1007/978-3-658-35560-9_14}, booktitle={Algorithmische Wissenskulturen. Der Einfluss des Computers auf die Wissenschaftsentwicklung}, publisher={Springer}, author={Alpsancar, Suzana}, editor={Hashagen, Ulf and Seising, Rudolf}, year={2025}, pages={327–365}, collection={Die blaue Stunde der Informatik} }' chicago: 'Alpsancar, Suzana. “Algorithmische Kulturen des Pflanzensammelns? Das Beispiel der Computerisierung des Botanischen Gartens und Botanischen Museums Berlin.” In Algorithmische Wissenskulturen. Der Einfluss des Computers auf die Wissenschaftsentwicklung, edited by Ulf Hashagen and Rudolf Seising, 327–365. Die blaue Stunde der Informatik. Wiesbaden: Springer, 2025. https://doi.org/10.1007/978-3-658-35560-9_14.' ieee: 'S. Alpsancar, “Algorithmische Kulturen des Pflanzensammelns? Das Beispiel der Computerisierung des Botanischen Gartens und Botanischen Museums Berlin,” in Algorithmische Wissenskulturen. Der Einfluss des Computers auf die Wissenschaftsentwicklung, U. Hashagen and R. Seising, Eds. Wiesbaden: Springer, 2025, pp. 327–365.' mla: Alpsancar, Suzana. “Algorithmische Kulturen des Pflanzensammelns? Das Beispiel der Computerisierung des Botanischen Gartens und Botanischen Museums Berlin.” Algorithmische Wissenskulturen. Der Einfluss des Computers auf die Wissenschaftsentwicklung, edited by Ulf Hashagen and Rudolf Seising, Springer, 2025, pp. 327–365, doi:10.1007/978-3-658-35560-9_14. short: 'S. Alpsancar, in: U. Hashagen, R. Seising (Eds.), Algorithmische Wissenskulturen. Der Einfluss des Computers auf die Wissenschaftsentwicklung, Springer, Wiesbaden, 2025, pp. 327–365.' date_created: 2025-10-05T15:29:31Z date_updated: 2025-11-18T09:31:23Z department: - _id: '26' - _id: '756' doi: 10.1007/978-3-658-35560-9_14 editor: - first_name: Ulf full_name: Hashagen, Ulf last_name: Hashagen - first_name: Rudolf full_name: Seising, Rudolf last_name: Seising language: - iso: ger page: 327–365 place: Wiesbaden publication: Algorithmische Wissenskulturen. Der Einfluss des Computers auf die Wissenschaftsentwicklung publication_identifier: isbn: - '9783658355593' - '9783658355609' issn: - 2730-7425 - 2730-7433 publication_status: published publisher: Springer series_title: Die blaue Stunde der Informatik status: public title: Algorithmische Kulturen des Pflanzensammelns? Das Beispiel der Computerisierung des Botanischen Gartens und Botanischen Museums Berlin type: book_chapter user_id: '93637' year: '2025' ... --- _id: '59917' abstract: - lang: eng text: nder the slogan of trustworthy AI, much of contemporary AI research is focused on designing AI systems and usage practices that inspire human trust and, thus, enhance adoption of AI systems. However, a person affected by an AI system may not be convinced by AI system design alone---neither should they, if the AI system is embedded in a social context that gives good reason to believe that it is used in tension with a person’s interest. In such cases, distrust in the system may be justified and necessary to build meaningful trust in the first place. We propose the term \emph{healthy distrust} to describe such a justified, careful stance towards certain AI usage practices. We investigate prior notions of trust and distrust in computer science, sociology, history, psychology, and philosophy, outline a remaining gap that healthy distrust might fill and conceptualize healthy distrust as a crucial part for AI usage that respects human autonomy. author: - first_name: Benjamin full_name: Paaßen, Benjamin last_name: Paaßen - first_name: Suzana full_name: Alpsancar, Suzana id: '93637' last_name: Alpsancar - first_name: Tobias full_name: Matzner, Tobias id: '65695' last_name: Matzner - first_name: Ingrid full_name: Scharlau, Ingrid id: '451' last_name: Scharlau orcid: 0000-0003-2364-9489 citation: ama: Paaßen B, Alpsancar S, Matzner T, Scharlau I. Healthy Distrust in AI systems. arXiv. Published online 2025. apa: Paaßen, B., Alpsancar, S., Matzner, T., & Scharlau, I. (2025). Healthy Distrust in AI systems. In arXiv. bibtex: '@article{Paaßen_Alpsancar_Matzner_Scharlau_2025, title={Healthy Distrust in AI systems}, journal={arXiv}, author={Paaßen, Benjamin and Alpsancar, Suzana and Matzner, Tobias and Scharlau, Ingrid}, year={2025} }' chicago: Paaßen, Benjamin, Suzana Alpsancar, Tobias Matzner, and Ingrid Scharlau. “Healthy Distrust in AI Systems.” ArXiv, 2025. ieee: B. Paaßen, S. Alpsancar, T. Matzner, and I. Scharlau, “Healthy Distrust in AI systems,” arXiv. 2025. mla: Paaßen, Benjamin, et al. “Healthy Distrust in AI Systems.” ArXiv, 2025. short: B. Paaßen, S. Alpsancar, T. Matzner, I. Scharlau, ArXiv (2025). date_created: 2025-05-16T09:39:13Z date_updated: 2025-11-18T09:38:01Z department: - _id: '424' - _id: '26' - _id: '756' language: - iso: eng main_file_link: - open_access: '1' url: https://arxiv.org/abs/2505.09747 oa: '1' project: - _id: '122' name: 'TRR 318 - B3: TRR 318 - Subproject B3' - _id: '124' name: 'TRR 318 - C1: TRR 318 - Subproject C1 - Gesundes Misstrauen in Erklärungen' - _id: '370' name: 'TRR 318 - B06: TRR 318 - Teilprojekt B6 - Ethik und Normativität der erklärbaren KI' publication: arXiv status: public title: Healthy Distrust in AI systems type: preprint user_id: '93637' year: '2025' ... --- _id: '62028' abstract: - lang: eng text: 'Explainable AI (XAI) methods can support the identification of biases in automated decision-making (ADM) systems. However, existing research does not sufficiently address whether these biases originate from the ADM system or mirror underlying societal inequalities. This distinction is important because it has major implications for how to act upon an explanation: while the societal bias produced by the ADM system can be algorithmically fixed, societal inequalities demand societal actions. To address this gap, we propose the RR-XAI-framework (recognition-redistribution through XAI) that builds on a distinction between socio-technical and societal bias and Nancy Fraser''s justice theory of recognition and redistribution. In our framework, explanations can play two distinct roles: as a socio-technical diagnosis when they reveal biases produced by the ADM system itself, or as a societal diagnosis when they expose biases that reflect broader societal inequalities. We then outline the operationalization of the framework and discuss its applicability for cases in algorithmic hiring and credit scoring. Based on our findings, we argue that the diagnostic functions of XAI are contingent on the provision of such explanations, the resources of the audiences, as well as the current limits of XAI techniques.' article_type: original author: - first_name: Miriam full_name: Fahimi, Miriam id: '118059' last_name: Fahimi orcid: 0000-0002-0619-3160 - first_name: Laura full_name: State, Laura last_name: State - first_name: Atoosa full_name: Kasirzadeh, Atoosa last_name: Kasirzadeh citation: ama: 'Fahimi M, State L, Kasirzadeh A. From Explaining to Diagnosing: A Justice-Oriented Framework of Explainable AI for Bias Detection. Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society. 2025;8(1):879-892. doi:10.1609/aies.v8i1.36597' apa: 'Fahimi, M., State, L., & Kasirzadeh, A. (2025). From Explaining to Diagnosing: A Justice-Oriented Framework of Explainable AI for Bias Detection. Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society, 8(1), 879–892. https://doi.org/10.1609/aies.v8i1.36597' bibtex: '@article{Fahimi_State_Kasirzadeh_2025, title={From Explaining to Diagnosing: A Justice-Oriented Framework of Explainable AI for Bias Detection}, volume={8}, DOI={10.1609/aies.v8i1.36597}, number={1}, journal={Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society}, publisher={Association for the Advancement of Artificial Intelligence (AAAI)}, author={Fahimi, Miriam and State, Laura and Kasirzadeh, Atoosa}, year={2025}, pages={879–892} }' chicago: 'Fahimi, Miriam, Laura State, and Atoosa Kasirzadeh. “From Explaining to Diagnosing: A Justice-Oriented Framework of Explainable AI for Bias Detection.” Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society 8, no. 1 (2025): 879–92. https://doi.org/10.1609/aies.v8i1.36597.' ieee: 'M. Fahimi, L. State, and A. Kasirzadeh, “From Explaining to Diagnosing: A Justice-Oriented Framework of Explainable AI for Bias Detection,” Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society, vol. 8, no. 1, pp. 879–892, 2025, doi: 10.1609/aies.v8i1.36597.' mla: 'Fahimi, Miriam, et al. “From Explaining to Diagnosing: A Justice-Oriented Framework of Explainable AI for Bias Detection.” Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society, vol. 8, no. 1, Association for the Advancement of Artificial Intelligence (AAAI), 2025, pp. 879–92, doi:10.1609/aies.v8i1.36597.' short: M. Fahimi, L. State, A. Kasirzadeh, Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society 8 (2025) 879–892. date_created: 2025-10-31T15:05:38Z date_updated: 2025-11-18T10:09:40Z department: - _id: '756' - _id: '26' doi: 10.1609/aies.v8i1.36597 intvolume: ' 8' issue: '1' language: - iso: eng page: 879-892 publication: Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society publication_identifier: issn: - 3065-8365 publication_status: published publisher: Association for the Advancement of Artificial Intelligence (AAAI) status: public title: 'From Explaining to Diagnosing: A Justice-Oriented Framework of Explainable AI for Bias Detection' type: journal_article user_id: '118059' volume: 8 year: '2025' ... --- _id: '62229' abstract: - lang: eng text: In 2024, the EU adopted the AI Act, a new set of rules for trustworthy artificial intelligence. This legal instrument carves a large place for standardisation, a regulatory technique that consists in crafting so-called harmonised technical standards, to facilitate legal compliance by industry stakeholders. While EU technical standards have been used in the past for ensuring product safety, for the first time the AI Act relies on standardisation to facilitate compliance with fundamental rights, including the right to non-discrimination and equality. The attempt to translate inherently open-textured rights and ethical principles into operationalizable standards raises critical questions. In particular, how will standardisation practices under the new EU AI Act affect, transform, contest and stabilise notions of equality and non-discrimination in an increasingly algorithmic society? This paper proposes a research agenda to address this question and unpack the black box of AI standardisation. author: - first_name: Raphaële full_name: Xenidis, Raphaële last_name: Xenidis - first_name: Miriam full_name: Fahimi, Miriam id: '118059' last_name: Fahimi orcid: 0000-0002-0619-3160 citation: ama: 'Xenidis R, Fahimi M. Standardising Equality in the Algorithmic Society? A Research Agenda. In: Proceedings of Fourth European Workshop on Algorithmic Fairness. PMLR; 2025:310–314.' apa: Xenidis, R., & Fahimi, M. (2025). Standardising Equality in the Algorithmic Society? A Research Agenda. Proceedings of Fourth European Workshop on Algorithmic Fairness, 310–314. bibtex: '@inproceedings{Xenidis_Fahimi_2025, title={Standardising Equality in the Algorithmic Society? A Research Agenda}, booktitle={Proceedings of Fourth European Workshop on Algorithmic Fairness}, publisher={PMLR}, author={Xenidis, Raphaële and Fahimi, Miriam}, year={2025}, pages={310–314} }' chicago: Xenidis, Raphaële, and Miriam Fahimi. “Standardising Equality in the Algorithmic Society? A Research Agenda.” In Proceedings of Fourth European Workshop on Algorithmic Fairness, 310–314. PMLR, 2025. ieee: R. Xenidis and M. Fahimi, “Standardising Equality in the Algorithmic Society? A Research Agenda,” in Proceedings of Fourth European Workshop on Algorithmic Fairness, 2025, pp. 310–314. mla: Xenidis, Raphaële, and Miriam Fahimi. “Standardising Equality in the Algorithmic Society? A Research Agenda.” Proceedings of Fourth European Workshop on Algorithmic Fairness, PMLR, 2025, pp. 310–314. short: 'R. Xenidis, M. Fahimi, in: Proceedings of Fourth European Workshop on Algorithmic Fairness, PMLR, 2025, pp. 310–314.' date_created: 2025-11-18T09:59:34Z date_updated: 2025-11-18T10:02:20Z department: - _id: '756' - _id: '26' language: - iso: eng page: 310–314 publication: Proceedings of Fourth European Workshop on Algorithmic Fairness publisher: PMLR status: public title: Standardising Equality in the Algorithmic Society? A Research Agenda type: conference user_id: '118059' year: '2025' ... --- _id: '62233' author: - first_name: Yves full_name: Huybrechts, Yves id: '78579' last_name: Huybrechts orcid: 0009-0009-2166-9794 citation: ama: 'Huybrechts Y. Hugo De Schepper: “A latere principis u de su theniente general”. De regeringsraden naast landsheren en landvoogden in de Habsburgse Nederlanden: Leden, instellingen en algemene politiek, 1577/1580-1609, Leuven: Peeters 2023. Sehepunkte. 2025;25.' apa: 'Huybrechts, Y. (2025). Hugo De Schepper: “A latere principis u de su theniente general”. De regeringsraden naast landsheren en landvoogden in de Habsburgse Nederlanden: Leden, instellingen en algemene politiek, 1577/1580-1609, Leuven: Peeters 2023. In Sehepunkte (Vol. 25).' bibtex: '@article{Huybrechts_2025, title={Hugo De Schepper: “A latere principis u de su theniente general”. De regeringsraden naast landsheren en landvoogden in de Habsburgse Nederlanden: Leden, instellingen en algemene politiek, 1577/1580-1609, Leuven: Peeters 2023}, volume={25}, journal={Sehepunkte}, author={Huybrechts, Yves}, year={2025} }' chicago: 'Huybrechts, Yves. “Hugo De Schepper: ‘A latere principis u de su theniente general’. De regeringsraden naast landsheren en landvoogden in de Habsburgse Nederlanden: Leden, instellingen en algemene politiek, 1577/1580-1609, Leuven: Peeters 2023.” Sehepunkte, 2025.' ieee: 'Y. Huybrechts, “Hugo De Schepper: ‘A latere principis u de su theniente general’. De regeringsraden naast landsheren en landvoogden in de Habsburgse Nederlanden: Leden, instellingen en algemene politiek, 1577/1580-1609, Leuven: Peeters 2023,” Sehepunkte, vol. 25. 2025.' mla: 'Huybrechts, Yves. “Hugo De Schepper: ‘A latere principis u de su theniente general’. De regeringsraden naast landsheren en landvoogden in de Habsburgse Nederlanden: Leden, instellingen en algemene politiek, 1577/1580-1609, Leuven: Peeters 2023.” Sehepunkte, vol. 25, 2025.' short: Y. Huybrechts, Sehepunkte 25 (2025). date_created: 2025-11-18T11:00:09Z date_updated: 2025-11-18T11:00:22Z department: - _id: '6' intvolume: ' 25' language: - iso: ger main_file_link: - url: https://sehepunkte.de/2025/11/40701.html publication: Sehepunkte publication_date: 2025-11-15 publication_status: published status: public title: 'Hugo De Schepper: ''A latere principis u de su theniente general''. De regeringsraden naast landsheren en landvoogden in de Habsburgse Nederlanden: Leden, instellingen en algemene politiek, 1577/1580-1609, Leuven: Peeters 2023' type: review user_id: '78579' volume: 25 year: '2025' ... --- _id: '57405' author: - first_name: Yves full_name: Huybrechts, Yves id: '78579' last_name: Huybrechts orcid: 0009-0009-2166-9794 citation: ama: 'Huybrechts Y. De Dinantstraat oftewel Beierenstraat, relict van een “vreemde” heerser in de Spaanse Nederlanden. In: Kesteloot C, Degryse I, Wayens B, eds. Brusselse toponymie van het verleden en de toekomst.' apa: Huybrechts, Y. (n.d.). De Dinantstraat oftewel Beierenstraat, relict van een “vreemde” heerser in de Spaanse Nederlanden. In C. Kesteloot, I. Degryse, & B. Wayens (Eds.), Brusselse toponymie van het verleden en de toekomst. bibtex: '@inbook{Huybrechts, title={De Dinantstraat oftewel Beierenstraat, relict van een “vreemde” heerser in de Spaanse Nederlanden}, booktitle={Brusselse toponymie van het verleden en de toekomst}, author={Huybrechts, Yves}, editor={Kesteloot, Chantal and Degryse, Iadine and Wayens, Benjamin} }' chicago: Huybrechts, Yves. “De Dinantstraat oftewel Beierenstraat, relict van een ‘vreemde’ heerser in de Spaanse Nederlanden.” In Brusselse toponymie van het verleden en de toekomst, edited by Chantal Kesteloot, Iadine Degryse, and Benjamin Wayens, n.d. ieee: Y. Huybrechts, “De Dinantstraat oftewel Beierenstraat, relict van een ‘vreemde’ heerser in de Spaanse Nederlanden,” in Brusselse toponymie van het verleden en de toekomst, C. Kesteloot, I. Degryse, and B. Wayens, Eds. . mla: Huybrechts, Yves. “De Dinantstraat oftewel Beierenstraat, relict van een ‘vreemde’ heerser in de Spaanse Nederlanden.” Brusselse toponymie van het verleden en de toekomst, edited by Chantal Kesteloot et al. short: 'Y. Huybrechts, in: C. Kesteloot, I. Degryse, B. Wayens (Eds.), Brusselse toponymie van het verleden en de toekomst, n.d.' date_created: 2024-11-25T09:52:50Z date_updated: 2025-11-18T11:01:34Z department: - _id: '6' editor: - first_name: Chantal full_name: Kesteloot, Chantal last_name: Kesteloot - first_name: Iadine full_name: Degryse, Iadine last_name: Degryse - first_name: Benjamin full_name: Wayens, Benjamin last_name: Wayens language: - iso: dut publication: Brusselse toponymie van het verleden en de toekomst publication_status: inpress status: public title: De Dinantstraat oftewel Beierenstraat, relict van een “vreemde” heerser in de Spaanse Nederlanden type: book_chapter user_id: '78579' year: '2025' ... --- _id: '62190' abstract: - lang: eng text: