---
_id: '65061'
abstract:
- lang: eng
  text: "<jats:title>Abstract</jats:title>\r\n                  <jats:p>\r\n                    One
    of the purposes for which XAI is often brought into play is to enable a user to
    act responsibly. However, responsibility is a complex normative and social phenomenon
    that we unfold in this chapter. We consider that the classical concepts of agency
    and responsibility do not fully capture what is needed for meaningful collaboration
    between human users and XAI. Advocating the perspective of sXAI, we argue that
    the growing adaptivity of AI systems will result in sXAI being considered as partners.
    Both partners adopt particular (dialogical) roles within a collaborative process
    and take responsibility for them. We expect that these roles lead to reactive
    attitudes toward the sXAI on the side of the human partners that make these roles
    relational. They resemble those reactive attitudes that we hold toward other human
    agents. For agents to exercise their responsibility, they need to possess agential
    capacities to fulfill their role with respect to the structure of a social interaction.
    Hence, sXAI can be expected to act responsibly. But because of XAI’s limited normative
    capacities, it might rather act as a marginal agent. We refer to marginal agents
    and show they can be scaffolded with regard to their agential capacities and their
    knowledge about the structure of a social interaction. The structure links the
    actions of the partners to each other in terms of a set of stimuli and responses
    to it in pursuit of a particular goal. Hence, it is important to differentiate
    between the different goals that a structure can impose for exercising responsibility.
    Therefore, we follow (Responsibility from the margins. Oxford University Press;
    2015.\r\n                    <jats:ext-link xmlns:xlink=\"http://www.w3.org/1999/xlink\"
    xlink:href=\"https://doi.org/10.1093/acprof:oso/9780198715672.24001.0001\" ext-link-type=\"uri\">https://doi.org/10.1093/acprof:oso/9780198715672.24001.0001</jats:ext-link>\r\n
    \                   ) and offer three structures that can help to organize responsibility
    for\r\n                    <jats:italic>decisions made</jats:italic>\r\n                    with
    the assistance of AI systems. These structures are attributability, answerability,
    and accountability. Our insights will inform the development and design process
    of XAI to meet the guiding principles of responsible research and innovation as
    well as trustworthy AI.\r\n                  </jats:p>"
author:
- first_name: Katharina J.
  full_name: Rohlfing, Katharina J.
  id: '50352'
  last_name: Rohlfing
  orcid: 0000-0002-5676-8233
- first_name: Suzana
  full_name: Alpsancar, Suzana
  id: '93637'
  last_name: Alpsancar
- first_name: Carsten
  full_name: Schulte, Carsten
  id: '60311'
  last_name: Schulte
citation:
  ama: 'Rohlfing KJ, Alpsancar S, Schulte C. Responsibilities in sXAI. In: <i>Social
    Explainable AI</i>. Springer Nature Singapore; 2026:157-177. doi:<a href="https://doi.org/10.1007/978-981-96-5290-7_9">10.1007/978-981-96-5290-7_9</a>'
  apa: Rohlfing, K. J., Alpsancar, S., &#38; Schulte, C. (2026). Responsibilities
    in sXAI. In <i>Social Explainable AI</i> (pp. 157–177). Springer Nature Singapore.
    <a href="https://doi.org/10.1007/978-981-96-5290-7_9">https://doi.org/10.1007/978-981-96-5290-7_9</a>
  bibtex: '@inbook{Rohlfing_Alpsancar_Schulte_2026, place={Singapore}, title={Responsibilities
    in sXAI}, DOI={<a href="https://doi.org/10.1007/978-981-96-5290-7_9">10.1007/978-981-96-5290-7_9</a>},
    booktitle={Social Explainable AI}, publisher={Springer Nature Singapore}, author={Rohlfing,
    Katharina J. and Alpsancar, Suzana and Schulte, Carsten}, year={2026}, pages={157–177}
    }'
  chicago: 'Rohlfing, Katharina J., Suzana Alpsancar, and Carsten Schulte. “Responsibilities
    in SXAI.” In <i>Social Explainable AI</i>, 157–77. Singapore: Springer Nature
    Singapore, 2026. <a href="https://doi.org/10.1007/978-981-96-5290-7_9">https://doi.org/10.1007/978-981-96-5290-7_9</a>.'
  ieee: 'K. J. Rohlfing, S. Alpsancar, and C. Schulte, “Responsibilities in sXAI,”
    in <i>Social Explainable AI</i>, Singapore: Springer Nature Singapore, 2026, pp.
    157–177.'
  mla: Rohlfing, Katharina J., et al. “Responsibilities in SXAI.” <i>Social Explainable
    AI</i>, Springer Nature Singapore, 2026, pp. 157–77, doi:<a href="https://doi.org/10.1007/978-981-96-5290-7_9">10.1007/978-981-96-5290-7_9</a>.
  short: 'K.J. Rohlfing, S. Alpsancar, C. Schulte, in: Social Explainable AI, Springer
    Nature Singapore, Singapore, 2026, pp. 157–177.'
date_created: 2026-03-19T10:59:18Z
date_updated: 2026-03-19T11:53:01Z
department:
- _id: '26'
- _id: '756'
doi: 10.1007/978-981-96-5290-7_9
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1007/978-981-96-5290-7_9
oa: '1'
page: 157-177
place: Singapore
project:
- _id: '109'
  name: 'TRR 318: Erklärbarkeit konstruieren'
- _id: '370'
  name: 'TRR 318; TP B06: Ethik und Normativität der erklärbaren KI'
publication: Social Explainable AI
publication_identifier:
  isbn:
  - '9789819652891'
  - '9789819652907'
publication_status: published
publisher: Springer Nature Singapore
status: public
title: Responsibilities in sXAI
type: book_chapter
user_id: '93637'
year: '2026'
...
---
_id: '65063'
abstract:
- lang: eng
  text: "<jats:title>Abstract</jats:title>\r\n                  <jats:p>\r\n                    This
    chapter critically examines how social explainable AI (sXAI) can better support
    AI practitioners in ensuring fairness in AI-based decision-making. We argue for
    a fundamental shift: Fairness should be understood not as a technical property
    or an information problem, but as a matter of vulnerability—focusing on the real-world
    impacts of AI on individuals and groups, especially those most at risk. Hereby,
    we call for a shift in perspective: from fair AI to\r\n                    <jats:italic>tasking
    AI fairly</jats:italic>\r\n                    . To motivate our vulnerability
    approach, we review the “Dutch welfare fraud scandal” (system risk indication—SyRI)
    and current challenges in the field of fair AI/machine learning (ML). Vulnerability
    of a person or members of a definable group of persons is a complex relational
    notion, and not a technical property of a technical system. Accordingly, we suggest
    several nontechnical strategies that hold the promise to compensate for the insufficiency
    of purely technical approaches to fairness and other ethical issues in the practical
    use of AI-based systems. To discuss how sXAI, due to its interactive and adaptive
    social character, might better fulfill this role than current XAI techniques,
    we provide a toy scenario for how sXAI might support the virtuous AI practitioner
    in an ethical inquiry. Finally, we also address challenges and limits of our approach.\r\n
    \                 </jats:p>"
author:
- first_name: Suzana
  full_name: Alpsancar, Suzana
  id: '93637'
  last_name: Alpsancar
- first_name: Eugenia
  full_name: Stamboliev, Eugenia
  last_name: Stamboliev
citation:
  ama: 'Alpsancar S, Stamboliev E. Tasking AI Fairly. How to Empower AI Practitioners
    With sXAI? In: <i>Social Explainable AI</i>. Springer Nature Singapore; 2026:557-581.
    doi:<a href="https://doi.org/10.1007/978-981-96-5290-7_29">10.1007/978-981-96-5290-7_29</a>'
  apa: Alpsancar, S., &#38; Stamboliev, E. (2026). Tasking AI Fairly. How to Empower
    AI Practitioners With sXAI? In <i>Social Explainable AI</i> (pp. 557–581). Springer
    Nature Singapore. <a href="https://doi.org/10.1007/978-981-96-5290-7_29">https://doi.org/10.1007/978-981-96-5290-7_29</a>
  bibtex: '@inbook{Alpsancar_Stamboliev_2026, place={Singapore}, title={Tasking AI
    Fairly. How to Empower AI Practitioners With sXAI?}, DOI={<a href="https://doi.org/10.1007/978-981-96-5290-7_29">10.1007/978-981-96-5290-7_29</a>},
    booktitle={Social Explainable AI}, publisher={Springer Nature Singapore}, author={Alpsancar,
    Suzana and Stamboliev, Eugenia}, year={2026}, pages={557–581} }'
  chicago: 'Alpsancar, Suzana, and Eugenia Stamboliev. “Tasking AI Fairly. How to
    Empower AI Practitioners With SXAI?” In <i>Social Explainable AI</i>, 557–81.
    Singapore: Springer Nature Singapore, 2026. <a href="https://doi.org/10.1007/978-981-96-5290-7_29">https://doi.org/10.1007/978-981-96-5290-7_29</a>.'
  ieee: 'S. Alpsancar and E. Stamboliev, “Tasking AI Fairly. How to Empower AI Practitioners
    With sXAI?,” in <i>Social Explainable AI</i>, Singapore: Springer Nature Singapore,
    2026, pp. 557–581.'
  mla: Alpsancar, Suzana, and Eugenia Stamboliev. “Tasking AI Fairly. How to Empower
    AI Practitioners With SXAI?” <i>Social Explainable AI</i>, Springer Nature Singapore,
    2026, pp. 557–81, doi:<a href="https://doi.org/10.1007/978-981-96-5290-7_29">10.1007/978-981-96-5290-7_29</a>.
  short: 'S. Alpsancar, E. Stamboliev, in: Social Explainable AI, Springer Nature
    Singapore, Singapore, 2026, pp. 557–581.'
date_created: 2026-03-19T11:03:30Z
date_updated: 2026-03-19T11:53:42Z
department:
- _id: '26'
- _id: '756'
doi: 10.1007/978-981-96-5290-7_29
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1007/978-981-96-5290-7_29
oa: '1'
page: 557-581
place: Singapore
project:
- _id: '370'
  name: 'TRR 318; TP B06: Ethik und Normativität der erklärbaren KI'
publication: Social Explainable AI
publication_identifier:
  isbn:
  - '9789819652891'
  - '9789819652907'
publication_status: published
publisher: Springer Nature Singapore
status: public
title: Tasking AI Fairly. How to Empower AI Practitioners With sXAI?
type: book_chapter
user_id: '93637'
year: '2026'
...
---
_id: '65064'
abstract:
- lang: eng
  text: "<jats:title>Abstract</jats:title>\r\n                  <jats:p>XAI can minimize
    the risks of being manipulated and deceived by AI but in turn entails other specific
    risks. This also applies to sXAI, and the specifically social character of sXAI
    harbors particular risks that designers and developers should be aware of. In
    this chapter, we shall discuss the potential opportunities and risks of sXAI.
    We see a particularly positive potential in the social character of sXAI, which
    lies in the fact that skillful users, including those with “healthy distrust,”
    can use the adaptivity of sXAI to produce an explanation that is actually relevant
    and adequate for them. However, this requires a high level of skills on the part
    of the user and is thus in contrast to the general promise of efficiency in the
    use of AI. A potential risk of XAI is that it can be (even more) persuasive, as
    the interactive involvement and the anthropomorphism strengthen a trustworthy
    appearance/performance (independent of the adequacy of the sXAI performance).</jats:p>"
author:
- first_name: Suzana
  full_name: Alpsancar, Suzana
  id: '93637'
  last_name: Alpsancar
- first_name: Michael
  full_name: Klenk, Michael
  last_name: Klenk
citation:
  ama: 'Alpsancar S, Klenk M. The Risk of Manipulation and Deception in sXAI. In:
    <i>Social Explainable AI</i>. Springer Nature Singapore; 2026:583-616. doi:<a
    href="https://doi.org/10.1007/978-981-96-5290-7_30">10.1007/978-981-96-5290-7_30</a>'
  apa: Alpsancar, S., &#38; Klenk, M. (2026). The Risk of Manipulation and Deception
    in sXAI. In <i>Social Explainable AI</i> (pp. 583–616). Springer Nature Singapore.
    <a href="https://doi.org/10.1007/978-981-96-5290-7_30">https://doi.org/10.1007/978-981-96-5290-7_30</a>
  bibtex: '@inbook{Alpsancar_Klenk_2026, place={Singapore}, title={The Risk of Manipulation
    and Deception in sXAI}, DOI={<a href="https://doi.org/10.1007/978-981-96-5290-7_30">10.1007/978-981-96-5290-7_30</a>},
    booktitle={Social Explainable AI}, publisher={Springer Nature Singapore}, author={Alpsancar,
    Suzana and Klenk, Michael}, year={2026}, pages={583–616} }'
  chicago: 'Alpsancar, Suzana, and Michael Klenk. “The Risk of Manipulation and Deception
    in SXAI.” In <i>Social Explainable AI</i>, 583–616. Singapore: Springer Nature
    Singapore, 2026. <a href="https://doi.org/10.1007/978-981-96-5290-7_30">https://doi.org/10.1007/978-981-96-5290-7_30</a>.'
  ieee: 'S. Alpsancar and M. Klenk, “The Risk of Manipulation and Deception in sXAI,”
    in <i>Social Explainable AI</i>, Singapore: Springer Nature Singapore, 2026, pp.
    583–616.'
  mla: Alpsancar, Suzana, and Michael Klenk. “The Risk of Manipulation and Deception
    in SXAI.” <i>Social Explainable AI</i>, Springer Nature Singapore, 2026, pp. 583–616,
    doi:<a href="https://doi.org/10.1007/978-981-96-5290-7_30">10.1007/978-981-96-5290-7_30</a>.
  short: 'S. Alpsancar, M. Klenk, in: Social Explainable AI, Springer Nature Singapore,
    Singapore, 2026, pp. 583–616.'
date_created: 2026-03-19T11:05:30Z
date_updated: 2026-03-19T11:52:00Z
department:
- _id: '26'
- _id: '756'
doi: 10.1007/978-981-96-5290-7_30
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: ' https://doi.org/10.1007/978-981-96-5290-7_30'
oa: '1'
page: 583-616
place: Singapore
project:
- _id: '109'
  name: 'TRR 318: Erklärbarkeit konstruieren'
- _id: '370'
  name: 'TRR 318; TP B06: Ethik und Normativität der erklärbaren KI'
publication: Social Explainable AI
publication_identifier:
  isbn:
  - '9789819652891'
  - '9789819652907'
publication_status: published
publisher: Springer Nature Singapore
status: public
title: The Risk of Manipulation and Deception in sXAI
type: book_chapter
user_id: '93637'
year: '2026'
...
---
_id: '62709'
author:
- first_name: Wessel
  full_name: Reijers, Wessel
  id: '102524'
  last_name: Reijers
  orcid: 0000-0003-2505-1587
- first_name: Suzana
  full_name: Alpsancar, Suzana
  id: '93637'
  last_name: Alpsancar
citation:
  ama: 'Reijers W, Alpsancar S. Values and Norms in sXAI. In: Rohlfing K, Främling
    K, Lim B, Alpsancar S, Thommes K, eds. <i>Social Explainable AI. Communications
    of NII Shonan Meetings</i>. Springer; 2026:179-195.'
  apa: Reijers, W., &#38; Alpsancar, S. (2026). Values and Norms in sXAI. In K. Rohlfing,
    K. Främling, B. Lim, S. Alpsancar, &#38; K. Thommes (Eds.), <i>Social explainable
    AI. Communications of NII Shonan Meetings</i> (pp. 179–195). Springer.
  bibtex: '@inbook{Reijers_Alpsancar_2026, place={Singapore}, title={Values and Norms
    in sXAI}, booktitle={Social explainable AI. Communications of NII Shonan Meetings},
    publisher={Springer}, author={Reijers, Wessel and Alpsancar, Suzana}, editor={Rohlfing,
    Katharina and Främling, Kary and Lim, Brian and Alpsancar, Suzana and Thommes,
    Kirsten}, year={2026}, pages={179–195} }'
  chicago: 'Reijers, Wessel, and Suzana Alpsancar. “Values and Norms in SXAI.” In
    <i>Social Explainable AI. Communications of NII Shonan Meetings</i>, edited by
    Katharina Rohlfing, Kary Främling, Brian Lim, Suzana Alpsancar, and Kirsten Thommes,
    179–95. Singapore: Springer, 2026.'
  ieee: 'W. Reijers and S. Alpsancar, “Values and Norms in sXAI,” in <i>Social explainable
    AI. Communications of NII Shonan Meetings</i>, K. Rohlfing, K. Främling, B. Lim,
    S. Alpsancar, and K. Thommes, Eds. Singapore: Springer, 2026, pp. 179–195.'
  mla: Reijers, Wessel, and Suzana Alpsancar. “Values and Norms in SXAI.” <i>Social
    Explainable AI. Communications of NII Shonan Meetings</i>, edited by Katharina
    Rohlfing et al., Springer, 2026, pp. 179–95.
  short: 'W. Reijers, S. Alpsancar, in: K. Rohlfing, K. Främling, B. Lim, S. Alpsancar,
    K. Thommes (Eds.), Social Explainable AI. Communications of NII Shonan Meetings,
    Springer, Singapore, 2026, pp. 179–195.'
date_created: 2025-11-30T07:54:44Z
date_updated: 2026-03-19T10:58:47Z
department:
- _id: '26'
- _id: '756'
editor:
- first_name: Katharina
  full_name: Rohlfing, Katharina
  last_name: Rohlfing
- first_name: Kary
  full_name: Främling, Kary
  last_name: Främling
- first_name: Brian
  full_name: Lim, Brian
  last_name: Lim
- first_name: Suzana
  full_name: Alpsancar, Suzana
  last_name: Alpsancar
- first_name: Kirsten
  full_name: Thommes, Kirsten
  last_name: Thommes
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1007/978-981-96-5290-7_10
oa: '1'
page: 179-195
place: Singapore
publication: Social explainable AI. Communications of NII Shonan Meetings
publication_status: published
publisher: Springer
quality_controlled: '1'
related_material:
  link:
  - relation: confirmation
    url: https://link.springer.com/book/9789819652891
status: public
title: Values and Norms in sXAI
type: book_chapter
user_id: '93637'
year: '2026'
...
---
_id: '65065'
abstract:
- lang: eng
  text: "<jats:title>Abstract</jats:title>\r\n                  <jats:p>This introduction
    sets the stage for the present book. Whereas research in eXplainable AI (XAI)
    is motivated by societal changes and values, technology development largely ignores
    social aspects. This book aims to address this research gap with a systematic
    and comprehensive social view on explainable AI. Besides introducing many relevant
    concepts, the book offers first access to their possible implementation, thus
    advancing the development of more social XAI. The introduction starts by connecting
    the topic to the general research field of XAI. The second part defines the novel
    approach of social eXplainable AI (sXAI) along the three characteristics of social
    interaction such as patternedness, incrementality, and multimodality. Finally,
    the third part explains the structure followed by each chapter. The book offers
    insights not only for readers who work on technology development but also for
    those working in sociotechnical fields. Addressing an interdisciplinary readership,
    the book is an invitation for more exchange and further development of the sXAI
    field.</jats:p>"
citation:
  ama: Rohlfing KJ, Främling K, Lim B, Alpsancar S, Thommes K, eds. <i>Social Explainable
    AI</i>. Springer Nature Singapore; 2026. doi:<a href="https://doi.org/10.1007/978-981-96-5290-7_1">10.1007/978-981-96-5290-7_1</a>
  apa: Rohlfing, K. J., Främling, K., Lim, B., Alpsancar, S., &#38; Thommes, K. (Eds.).
    (2026). <i>Social Explainable AI</i>. Springer Nature Singapore. <a href="https://doi.org/10.1007/978-981-96-5290-7_1">https://doi.org/10.1007/978-981-96-5290-7_1</a>
  bibtex: '@book{Rohlfing_Främling_Lim_Alpsancar_Thommes_2026, place={Singapore},
    title={Social Explainable AI}, DOI={<a href="https://doi.org/10.1007/978-981-96-5290-7_1">10.1007/978-981-96-5290-7_1</a>},
    publisher={Springer Nature Singapore}, year={2026} }'
  chicago: 'Rohlfing, Katharina J., Kary Främling, Brian Lim, Suzana Alpsancar, and
    Kirsten Thommes, eds. <i>Social Explainable AI</i>. Singapore: Springer Nature
    Singapore, 2026. <a href="https://doi.org/10.1007/978-981-96-5290-7_1">https://doi.org/10.1007/978-981-96-5290-7_1</a>.'
  ieee: 'K. J. Rohlfing, K. Främling, B. Lim, S. Alpsancar, and K. Thommes, Eds.,
    <i>Social Explainable AI</i>. Singapore: Springer Nature Singapore, 2026.'
  mla: Rohlfing, Katharina J., et al., editors. <i>Social Explainable AI</i>. Springer
    Nature Singapore, 2026, doi:<a href="https://doi.org/10.1007/978-981-96-5290-7_1">10.1007/978-981-96-5290-7_1</a>.
  short: K.J. Rohlfing, K. Främling, B. Lim, S. Alpsancar, K. Thommes, eds., Social
    Explainable AI, Springer Nature Singapore, Singapore, 2026.
date_created: 2026-03-19T11:55:17Z
date_updated: 2026-03-19T11:59:42Z
department:
- _id: '26'
- _id: '756'
doi: 10.1007/978-981-96-5290-7_1
editor:
- first_name: Katharina J.
  full_name: Rohlfing, Katharina J.
  id: '50352'
  last_name: Rohlfing
  orcid: 0000-0002-5676-8233
- first_name: Kary
  full_name: Främling, Kary
  last_name: Främling
- first_name: Brian
  full_name: Lim, Brian
  last_name: Lim
- first_name: Suzana
  full_name: Alpsancar, Suzana
  id: '93637'
  last_name: Alpsancar
- first_name: Kirsten
  full_name: Thommes, Kirsten
  id: '72497'
  last_name: Thommes
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://link.springer.com/book/10.1007/978-981-96-5290-7
oa: '1'
place: Singapore
project:
- _id: '109'
  name: 'TRR 318: Erklärbarkeit konstruieren'
publication_identifier:
  isbn:
  - '9789819652891'
  - '9789819652907'
publication_status: published
publisher: Springer Nature Singapore
status: public
title: Social Explainable AI
type: book_editor
user_id: '93637'
year: '2026'
...
---
_id: '66090'
author:
- first_name: Sven
  full_name: Thomas, Sven
  id: '94561'
  last_name: Thomas
citation:
  ama: 'Thomas S. Discourses on Discursive Machines. Review of Mark Coeckelbergh and
    David J. Gunkel, Communicative AI: A Critical Introduction to Large Language Models.
    <i>Jahrbuch Technikphilosophie</i>. 2026;11.'
  apa: 'Thomas, S. (2026). Discourses on Discursive Machines. Review of Mark Coeckelbergh
    and David J. Gunkel, Communicative AI: A Critical Introduction to Large Language
    Models. In <i>Jahrbuch Technikphilosophie</i> (Vol. 11). Nomos.'
  bibtex: '@article{Thomas_2026, place={Baden-Baden}, title={Discourses on Discursive
    Machines. Review of Mark Coeckelbergh and David J. Gunkel, Communicative AI: A
    Critical Introduction to Large Language Models}, volume={11}, journal={Jahrbuch
    Technikphilosophie}, publisher={Nomos}, author={Thomas, Sven}, year={2026} }'
  chicago: 'Thomas, Sven. “Discourses on Discursive Machines. Review of Mark Coeckelbergh
    and David J. Gunkel, Communicative AI: A Critical Introduction to Large Language
    Models.” <i>Jahrbuch Technikphilosophie</i>. Baden-Baden: Nomos, 2026.'
  ieee: 'S. Thomas, “Discourses on Discursive Machines. Review of Mark Coeckelbergh
    and David J. Gunkel, Communicative AI: A Critical Introduction to Large Language
    Models,” <i>Jahrbuch Technikphilosophie</i>, vol. 11. Nomos, Baden-Baden, 2026.'
  mla: 'Thomas, Sven. “Discourses on Discursive Machines. Review of Mark Coeckelbergh
    and David J. Gunkel, Communicative AI: A Critical Introduction to Large Language
    Models.” <i>Jahrbuch Technikphilosophie</i>, vol. 11, Nomos, 2026.'
  short: S. Thomas, Jahrbuch Technikphilosophie 11 (2026).
date_created: 2026-06-30T11:25:19Z
date_updated: 2026-08-11T12:31:22Z
department:
- _id: '756'
- _id: '26'
intvolume: '        11'
language:
- iso: eng
place: Baden-Baden
publication: Jahrbuch Technikphilosophie
publication_identifier:
  unknown:
  - 978-3-7560-3462-8
publication_status: published
publisher: Nomos
status: public
title: 'Discourses on Discursive Machines. Review of Mark Coeckelbergh and David J.
  Gunkel, Communicative AI: A Critical Introduction to Large Language Models'
type: review
user_id: '94561'
volume: 11
year: '2026'
...
---
_id: '67159'
author:
- first_name: Suzana
  full_name: Alpsancar, Suzana
  id: '93637'
  last_name: Alpsancar
citation:
  ama: 'Alpsancar S. Computer, Digitalisierung. In: Müller E, Picht B, Schmieder F,
    eds. <i>Das 20. Jahrhundert in Grundbegriffen. Lexikon zur historischen Semantik
    in Deutschland</i>. Schwabe Verlag; 2026. doi:<a href="https://doi.org/10.31267/grundbegriffe_21465309">10.31267/grundbegriffe_21465309</a>'
  apa: Alpsancar, S. (2026). Computer, Digitalisierung. In E. Müller, B. Picht, &#38;
    F. Schmieder (Eds.), <i>Das 20. Jahrhundert in Grundbegriffen. Lexikon zur historischen
    Semantik in Deutschland</i>. Schwabe Verlag. <a href="https://doi.org/10.31267/grundbegriffe_21465309">https://doi.org/10.31267/grundbegriffe_21465309</a>
  bibtex: '@inbook{Alpsancar_2026, place={Onlineversion}, title={Computer, Digitalisierung},
    DOI={<a href="https://doi.org/10.31267/grundbegriffe_21465309">10.31267/grundbegriffe_21465309</a>},
    booktitle={Das 20. Jahrhundert in Grundbegriffen. Lexikon zur historischen Semantik
    in Deutschland}, publisher={Schwabe Verlag}, author={Alpsancar, Suzana}, editor={Müller,
    Ernst and Picht, Barbara and Schmieder, Falko}, year={2026} }'
  chicago: 'Alpsancar, Suzana. “Computer, Digitalisierung.” In <i>Das 20. Jahrhundert
    in Grundbegriffen. Lexikon zur historischen Semantik in Deutschland</i>, edited
    by Ernst Müller, Barbara Picht, and Falko Schmieder. Onlineversion: Schwabe Verlag,
    2026. <a href="https://doi.org/10.31267/grundbegriffe_21465309">https://doi.org/10.31267/grundbegriffe_21465309</a>.'
  ieee: 'S. Alpsancar, “Computer, Digitalisierung,” in <i>Das 20. Jahrhundert in Grundbegriffen.
    Lexikon zur historischen Semantik in Deutschland</i>, E. Müller, B. Picht, and
    F. Schmieder, Eds. Onlineversion: Schwabe Verlag, 2026.'
  mla: Alpsancar, Suzana. “Computer, Digitalisierung.” <i>Das 20. Jahrhundert in Grundbegriffen.
    Lexikon zur historischen Semantik in Deutschland</i>, edited by Ernst Müller et
    al., Schwabe Verlag, 2026, doi:<a href="https://doi.org/10.31267/grundbegriffe_21465309">10.31267/grundbegriffe_21465309</a>.
  short: 'S. Alpsancar, in: E. Müller, B. Picht, F. Schmieder (Eds.), Das 20. Jahrhundert
    in Grundbegriffen. Lexikon zur historischen Semantik in Deutschland, Schwabe Verlag,
    Onlineversion, 2026.'
date_created: 2026-09-16T13:36:00Z
date_updated: 2026-10-13T12:34:32Z
department:
- _id: '26'
- _id: '756'
doi: 10.31267/grundbegriffe_21465309
editor:
- first_name: Ernst
  full_name: Müller, Ernst
  last_name: Müller
- first_name: Barbara
  full_name: Picht, Barbara
  last_name: Picht
- first_name: Falko
  full_name: Schmieder, Falko
  last_name: Schmieder
language:
- iso: ger
main_file_link:
- open_access: '1'
  url: https://www.schwabeonline.ch/schwabe-xaveropp/elibrary/start.xav?qn=%24%24%24OpenURL%24%24%24&id=doi%3A10.31267%2FGrundbegriffe_21465309#/text/Grundbegriffe_Computer10.31267%2FGrundbegriffe_21465309?_ts=1789565319030
oa: '1'
place: Onlineversion
publication: Das 20. Jahrhundert in Grundbegriffen. Lexikon zur historischen Semantik
  in Deutschland
publisher: Schwabe Verlag
status: public
title: Computer, Digitalisierung
type: book_chapter
user_id: '93637'
year: '2026'
...
---
_id: '67517'
author:
- first_name: Miriam
  full_name: Fahimi, Miriam
  id: '118059'
  last_name: Fahimi
  orcid: 0000-0002-0619-3160
citation:
  ama: Fahimi M.  Fünf Forder­ungen für eine sozial-­ökologische Rechen­zentrums­politik.
    <i>A&#38;W Blog</i>. 2026.
  apa: Fahimi, M. (2026).  Fünf Forder­ungen für eine sozial-­ökologische Rechen­zentrums­politik.
    <i>A&#38;W Blog</i>.
  bibtex: '@article{Fahimi_2026, title={ Fünf Forder­ungen für eine sozial-­ökologische
    Rechen­zentrums­politik}, journal={A&#38;W Blog}, author={Fahimi, Miriam}, year={2026}
    }'
  chicago: Fahimi, Miriam. “ Fünf Forder­ungen Für Eine Sozial-­ökologische Rechen­zentrums­politik.”
    <i>A&#38;W Blog</i>, 2026.
  ieee: M. Fahimi, “ Fünf Forder­ungen für eine sozial-­ökologische Rechen­zentrums­politik,”
    <i>A&#38;W Blog</i>, 2026.
  mla: Fahimi, Miriam. “ Fünf Forder­ungen Für Eine Sozial-­ökologische Rechen­zentrums­politik.”
    <i>A&#38;W Blog</i>, 2026.
  short: M. Fahimi, A&#38;W Blog (2026).
date_created: 2026-10-13T13:27:42Z
date_updated: 2026-10-13T13:27:46Z
department:
- _id: '756'
- _id: '26'
language:
- iso: eng
project:
- _id: '1471'
  name: Cultures of the Cryosphere. Infrastructures, Politics and Futures of Artificial
    Cooling
publication: A&W Blog
publication_date: 2026-10-09
related_material:
  link:
  - relation: confirmation
    url: https://www.awblog.at/klima-energie/Forderungen-fuer-eine-sozial-oekologische-Rechenzentrumspolitik
status: public
title: ' Fünf Forder­ungen für eine sozial-­ökologische Rechen­zentrums­politik'
type: newspaper_article
user_id: '118059'
year: '2026'
...
---
_id: '67511'
author:
- first_name: Miriam
  full_name: Fahimi, Miriam
  id: '118059'
  last_name: Fahimi
  orcid: 0000-0002-0619-3160
citation:
  ama: Fahimi M. Are Data Centers Factories? Industrial Promises and Socio-Ecological
    Losses. <i>Berliner Gazette</i>. 2026.
  apa: Fahimi, M. (2026). Are Data Centers Factories? Industrial Promises and Socio-Ecological
    Losses. <i>Berliner Gazette</i>.
  bibtex: '@article{Fahimi_2026, title={Are Data Centers Factories? Industrial Promises
    and Socio-Ecological Losses}, journal={Berliner Gazette}, author={Fahimi, Miriam},
    year={2026} }'
  chicago: Fahimi, Miriam. “Are Data Centers Factories? Industrial Promises and Socio-Ecological
    Losses.” <i>Berliner Gazette</i>, 2026.
  ieee: M. Fahimi, “Are Data Centers Factories? Industrial Promises and Socio-Ecological
    Losses,” <i>Berliner Gazette</i>, 2026.
  mla: Fahimi, Miriam. “Are Data Centers Factories? Industrial Promises and Socio-Ecological
    Losses.” <i>Berliner Gazette</i>, 2026.
  short: M. Fahimi, Berliner Gazette (2026).
date_created: 2026-10-13T13:07:42Z
date_updated: 2026-10-13T13:07:48Z
department:
- _id: '756'
- _id: '26'
language:
- iso: eng
project:
- _id: '1471'
  name: Cultures of the Cryosphere. Infrastructures, Politics and Futures of Artificial
    Cooling
publication: Berliner Gazette
publication_date: 2026-07-09
related_material:
  link:
  - relation: confirmation
    url: https://berlinergazette.de/are-data-centers-factories-industrial-promises-and-socio-ecological-losses/
status: public
title: Are Data Centers Factories? Industrial Promises and Socio-Ecological Losses
type: newspaper_article
user_id: '118059'
year: '2026'
...
---
_id: '67513'
author:
- first_name: Miriam
  full_name: Fahimi, Miriam
  id: '118059'
  last_name: Fahimi
  orcid: 0000-0002-0619-3160
citation:
  ama: Fahimi M. Ist die beste KI vielleicht keine KI? <i>Frauensolidarität</i>. 2026.
  apa: Fahimi, M. (2026). Ist die beste KI vielleicht keine KI? <i>Frauensolidarität</i>,
    <i>176</i>.
  bibtex: '@article{Fahimi_2026, title={Ist die beste KI vielleicht keine KI?}, number={176},
    journal={Frauensolidarität}, author={Fahimi, Miriam}, year={2026} }'
  chicago: Fahimi, Miriam. “Ist Die Beste KI Vielleicht Keine KI?” <i>Frauensolidarität</i>,
    2026.
  ieee: M. Fahimi, “Ist die beste KI vielleicht keine KI?,” <i>Frauensolidarität</i>,
    no. 176, 2026.
  mla: Fahimi, Miriam. “Ist Die Beste KI Vielleicht Keine KI?” <i>Frauensolidarität</i>,
    no. 176, 2026.
  short: M. Fahimi, Frauensolidarität (2026).
date_created: 2026-10-13T13:15:55Z
date_updated: 2026-10-13T13:16:00Z
department:
- _id: '756'
- _id: '26'
issue: '176'
language:
- iso: eng
project:
- _id: '1471'
  name: Cultures of the Cryosphere. Infrastructures, Politics and Futures of Artificial
    Cooling
publication: Frauensolidarität
publication_date: 2026-06-01
related_material:
  link:
  - relation: confirmation
    url: https://www.zeitschrift.frauensolidaritaet.org/artikel/ist-die-beste-ki-vielleicht-keine-ki/
status: public
title: Ist die beste KI vielleicht keine KI?
type: newspaper_article
user_id: '118059'
year: '2026'
...
---
_id: '67514'
author:
- first_name: Miriam
  full_name: Fahimi, Miriam
  id: '118059'
  last_name: Fahimi
  orcid: 0000-0002-0619-3160
citation:
  ama: Fahimi M. Luftschlösser und Rechenzentren. <i>Mosaik</i>. 2026.
  apa: Fahimi, M. (2026). Luftschlösser und Rechenzentren. <i>Mosaik</i>.
  bibtex: '@article{Fahimi_2026, title={Luftschlösser und Rechenzentren}, journal={Mosaik},
    author={Fahimi, Miriam}, year={2026} }'
  chicago: Fahimi, Miriam. “Luftschlösser Und Rechenzentren.” <i>Mosaik</i>, 2026.
  ieee: M. Fahimi, “Luftschlösser und Rechenzentren,” <i>Mosaik</i>, 2026.
  mla: Fahimi, Miriam. “Luftschlösser Und Rechenzentren.” <i>Mosaik</i>, 2026.
  short: M. Fahimi, Mosaik (2026).
date_created: 2026-10-13T13:18:04Z
date_updated: 2026-10-13T13:18:07Z
department:
- _id: '756'
- _id: '26'
language:
- iso: eng
project:
- _id: '1471'
  name: Cultures of the Cryosphere. Infrastructures, Politics and Futures of Artificial
    Cooling
publication: Mosaik
publication_date: 2026-02-26
related_material:
  link:
  - relation: confirmation
    url: https://mosaik-online.at/luftschloesser-und-rechenzentren-fehlender-widerstand-gegen-big-tech-in-wien/
status: public
title: Luftschlösser und Rechenzentren
type: newspaper_article
user_id: '118059'
year: '2026'
...
---
_id: '67515'
author:
- first_name: Miriam
  full_name: Fahimi, Miriam
  id: '118059'
  last_name: Fahimi
  orcid: 0000-0002-0619-3160
citation:
  ama: Fahimi M. Thermischer Teufelskreis der KI. <i>A&#38;W Blog</i>. 2026.
  apa: Fahimi, M. (2026). Thermischer Teufelskreis der KI. <i>A&#38;W Blog</i>.
  bibtex: '@article{Fahimi_2026, title={Thermischer Teufelskreis der KI}, journal={A&#38;W
    Blog}, author={Fahimi, Miriam}, year={2026} }'
  chicago: Fahimi, Miriam. “Thermischer Teufelskreis Der KI.” <i>A&#38;W Blog</i>,
    2026.
  ieee: M. Fahimi, “Thermischer Teufelskreis der KI,” <i>A&#38;W Blog</i>, 2026.
  mla: Fahimi, Miriam. “Thermischer Teufelskreis Der KI.” <i>A&#38;W Blog</i>, 2026.
  short: M. Fahimi, A&#38;W Blog (2026).
date_created: 2026-10-13T13:26:02Z
date_updated: 2026-10-13T13:26:52Z
department:
- _id: '756'
- _id: '26'
language:
- iso: eng
project:
- _id: '1471'
  name: Cultures of the Cryosphere. Infrastructures, Politics and Futures of Artificial
    Cooling
publication: A&W Blog
publication_date: 2026-09-16
related_material:
  link:
  - relation: confirmation
    url: https://www.awblog.at/klima-energie/Thermischer-Teufelskreis-der-KI
status: public
title: Thermischer Teufelskreis der KI
type: newspaper_article
user_id: '118059'
year: '2026'
...
---
_id: '67512'
author:
- first_name: Miriam
  full_name: Fahimi, Miriam
  id: '118059'
  last_name: Fahimi
  orcid: 0000-0002-0619-3160
citation:
  ama: Fahimi M. Can a Data Center Sweat? <i>Platypus CASTAC</i>. 2026.
  apa: Fahimi, M. (2026). Can a Data Center Sweat? <i>Platypus CASTAC</i>.
  bibtex: '@article{Fahimi_2026, title={Can a Data Center Sweat?}, journal={Platypus
    CASTAC}, author={Fahimi, Miriam}, year={2026} }'
  chicago: Fahimi, Miriam. “Can a Data Center Sweat?” <i>Platypus CASTAC</i>, 2026.
  ieee: M. Fahimi, “Can a Data Center Sweat?,” <i>Platypus CASTAC</i>, 2026.
  mla: Fahimi, Miriam. “Can a Data Center Sweat?” <i>Platypus CASTAC</i>, 2026.
  short: M. Fahimi, Platypus CASTAC (2026).
date_created: 2026-10-13T13:10:07Z
date_updated: 2026-10-13T13:10:12Z
department:
- _id: '756'
- _id: '26'
language:
- iso: eng
project:
- _id: '1471'
  name: Cultures of the Cryosphere. Infrastructures, Politics and Futures of Artificial
    Cooling
publication: Platypus CASTAC
publication_date: 2026-08-07
related_material:
  link:
  - relation: confirmation
    url: https://blog.castac.org/2026/08/can-a-data-center-sweat/
status: public
title: Can a Data Center Sweat?
type: newspaper_article
user_id: '118059'
year: '2026'
...
---
_id: '67510'
citation:
  ama: 'Nora K, Martin C, eds. <i>Interview: Der Saure Regen Aus Der Cloud. Rechenzentren
    Als Geopolitik</i>. Vol 42. Mattersburger Kreis; 2026:154-164. doi:<a href="https://doi.org/10.20446/jep-2414-3197-42-2-154">10.20446/jep-2414-3197-42-2-154</a>'
  apa: 'Interview: Der saure Regen aus der Cloud. Rechenzentren als Geopolitik. (2026).
    In K. Nora &#38; C. Martin (Eds.), <i>Journal für Entwicklungspolitik</i> (Vol.
    42, Issue 42, pp. 154–164). Mattersburger Kreis. <a href="https://doi.org/10.20446/jep-2414-3197-42-2-154">https://doi.org/10.20446/jep-2414-3197-42-2-154</a>'
  bibtex: '@book{Nora_Martin_2026, title={Interview: Der saure Regen aus der Cloud.
    Rechenzentren als Geopolitik}, volume={42}, DOI={<a href="https://doi.org/10.20446/jep-2414-3197-42-2-154">10.20446/jep-2414-3197-42-2-154</a>},
    number={42}, journal={Journal für Entwicklungspolitik}, publisher={Mattersburger
    Kreis}, year={2026}, pages={154–164} }'
  chicago: 'Nora, Krenmayr, and Cerny Martin, eds. <i>Interview: Der Saure Regen Aus
    Der Cloud. Rechenzentren Als Geopolitik</i>. <i>Journal Für Entwicklungspolitik</i>.
    Vol. 42. Mattersburger Kreis, 2026. <a href="https://doi.org/10.20446/jep-2414-3197-42-2-154">https://doi.org/10.20446/jep-2414-3197-42-2-154</a>.'
  ieee: 'K. Nora and C. Martin, Eds., <i>Interview: Der saure Regen aus der Cloud.
    Rechenzentren als Geopolitik</i>, vol. 42, no. 42. Mattersburger Kreis, 2026,
    pp. 154–164.'
  mla: 'Nora, Krenmayr, and Cerny Martin, editors. “Interview: Der Saure Regen Aus
    Der Cloud. Rechenzentren Als Geopolitik.” <i>Journal Für Entwicklungspolitik</i>,
    vol. 42, no. 42, Mattersburger Kreis, 2026, pp. 154–64, doi:<a href="https://doi.org/10.20446/jep-2414-3197-42-2-154">10.20446/jep-2414-3197-42-2-154</a>.'
  short: 'K. Nora, C. Martin, eds., Interview: Der Saure Regen Aus Der Cloud. Rechenzentren
    Als Geopolitik, Mattersburger Kreis, 2026.'
conference:
  name: Technology and Technology Conflicts
date_created: 2026-10-13T13:00:05Z
date_updated: 2026-10-13T13:32:59Z
department:
- _id: '756'
- _id: '26'
doi: 10.20446/jep-2414-3197-42-2-154
editor:
- first_name: Krenmayr
  full_name: Nora, Krenmayr
  last_name: Nora
- first_name: Cerny
  full_name: Martin, Cerny
  last_name: Martin
intvolume: '        42'
issue: '42'
language:
- iso: eng
page: 154-164
project:
- _id: '1471'
  name: Cultures of the Cryosphere. Infrastructures, Politics and Futures of Artificial
    Cooling
publication: Journal für Entwicklungspolitik
publication_identifier:
  issn:
  - 0258-2384
  - 2414-3197
publication_status: published
publisher: Mattersburger Kreis
related_material:
  link:
  - relation: confirmation
    url: https://jep-journal.com/ausgabe/technology-and-transformation-conflicts/interview-der-saure-regen-aus-der-cloud-rechenzentren-als-geopolitik/
status: public
title: 'Interview: Der saure Regen aus der Cloud. Rechenzentren als Geopolitik'
type: journal_editor
user_id: '118059'
volume: 42
year: '2026'
...
---
_id: '66697'
author:
- first_name: Sven
  full_name: Thomas, Sven
  id: '94561'
  last_name: Thomas
citation:
  ama: 'Thomas S. Volker Schrader: KI und der Biber. Was ist deine Arbeit wert, wenn
    KI alles macht? Kelkheim: Vigilia 2026. 160 S. <i>Zeitschrift für Didaktik der
    Philosophie und Ethik</i>. 4.'
  apa: 'Thomas, S. (n.d.). Volker Schrader: KI und der Biber. Was ist deine Arbeit
    wert, wenn KI alles macht? Kelkheim: Vigilia 2026. 160 S. In <i>Zeitschrift für
    Didaktik der Philosophie und Ethik</i> (Vol. 4). C.C.Buchner.'
  bibtex: '@article{Thomas, place={Bamberg}, title={Volker Schrader: KI und der Biber.
    Was ist deine Arbeit wert, wenn KI alles macht? Kelkheim: Vigilia 2026. 160 S.},
    volume={4}, journal={Zeitschrift für Didaktik der Philosophie und Ethik}, publisher={C.C.Buchner},
    author={Thomas, Sven} }'
  chicago: 'Thomas, Sven. “Volker Schrader: KI und der Biber. Was ist deine Arbeit
    wert, wenn KI alles macht? Kelkheim: Vigilia 2026. 160 S.” <i>Zeitschrift für
    Didaktik der Philosophie und Ethik</i>. Bamberg: C.C.Buchner, n.d.'
  ieee: 'S. Thomas, “Volker Schrader: KI und der Biber. Was ist deine Arbeit wert,
    wenn KI alles macht? Kelkheim: Vigilia 2026. 160 S.,” <i>Zeitschrift für Didaktik
    der Philosophie und Ethik</i>, vol. 4. C.C.Buchner, Bamberg.'
  mla: 'Thomas, Sven. “Volker Schrader: KI und der Biber. Was ist deine Arbeit wert,
    wenn KI alles macht? Kelkheim: Vigilia 2026. 160 S.” <i>Zeitschrift für Didaktik
    der Philosophie und Ethik</i>, vol. 4, C.C.Buchner.'
  short: S. Thomas, Zeitschrift für Didaktik der Philosophie und Ethik 4 (n.d.).
date_created: 2026-08-11T12:42:31Z
date_updated: 2026-10-15T08:44:22Z
department:
- _id: '756'
- _id: '26'
intvolume: '         4'
language:
- iso: ger
place: Bamberg
publication: Zeitschrift für Didaktik der Philosophie und Ethik
publication_status: inpress
publisher: C.C.Buchner
status: public
title: 'Volker Schrader: KI und der Biber. Was ist deine Arbeit wert, wenn KI alles
  macht? Kelkheim: Vigilia 2026. 160 S.'
type: review
user_id: '94561'
volume: 4
year: '2026'
...
---
_id: '66696'
author:
- first_name: Sven
  full_name: Thomas, Sven
  id: '94561'
  last_name: Thomas
citation:
  ama: 'Thomas S. Toni Loh: Feministische Technikphilosophie. Bielefeld: transcript
    2025. 324 S. <i>Zeitschrift für Didaktik der Philosophie und Ethik</i>. 2026;2.'
  apa: 'Thomas, S. (2026). Toni Loh: Feministische Technikphilosophie. Bielefeld:
    transcript 2025. 324 S. In <i>Zeitschrift für Didaktik der Philosophie und Ethik</i>
    (Vol. 2). C.C.Buchner.'
  bibtex: '@article{Thomas_2026, place={Bamberg}, title={Toni Loh: Feministische Technikphilosophie.
    Bielefeld: transcript 2025. 324 S.}, volume={2}, journal={Zeitschrift für Didaktik
    der Philosophie und Ethik}, publisher={C.C.Buchner}, author={Thomas, Sven}, year={2026}
    }'
  chicago: 'Thomas, Sven. “Toni Loh: Feministische Technikphilosophie. Bielefeld:
    transcript 2025. 324 S.” <i>Zeitschrift für Didaktik der Philosophie und Ethik</i>.
    Bamberg: C.C.Buchner, 2026.'
  ieee: 'S. Thomas, “Toni Loh: Feministische Technikphilosophie. Bielefeld: transcript
    2025. 324 S.,” <i>Zeitschrift für Didaktik der Philosophie und Ethik</i>, vol.
    2. C.C.Buchner, Bamberg, 2026.'
  mla: 'Thomas, Sven. “Toni Loh: Feministische Technikphilosophie. Bielefeld: transcript
    2025. 324 S.” <i>Zeitschrift für Didaktik der Philosophie und Ethik</i>, vol.
    2, C.C.Buchner, 2026.'
  short: S. Thomas, Zeitschrift für Didaktik der Philosophie und Ethik 2 (2026).
date_created: 2026-08-11T12:38:21Z
date_updated: 2026-10-15T08:43:12Z
department:
- _id: '756'
- _id: '26'
intvolume: '         2'
language:
- iso: ger
place: Bamberg
publication: Zeitschrift für Didaktik der Philosophie und Ethik
publication_status: published
publisher: C.C.Buchner
status: public
title: 'Toni Loh: Feministische Technikphilosophie. Bielefeld: transcript 2025. 324
  S.'
type: review
user_id: '94561'
volume: 2
year: '2026'
...
---
_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. <i>Algorithmische Wissenskulturen. Der Einfluss des Computers
    auf die Wissenschaftsentwicklung</i>. Die blaue Stunde der Informatik. Springer;
    2025:327–365. doi:<a href="https://doi.org/10.1007/978-3-658-35560-9_14">10.1007/978-3-658-35560-9_14</a>'
  apa: Alpsancar, S. (2025). Algorithmische Kulturen des Pflanzensammelns? Das Beispiel
    der Computerisierung des Botanischen Gartens und Botanischen Museums Berlin. In
    U. Hashagen &#38; R. Seising (Eds.), <i>Algorithmische Wissenskulturen. Der Einfluss
    des Computers auf die Wissenschaftsentwicklung</i> (pp. 327–365). Springer. <a
    href="https://doi.org/10.1007/978-3-658-35560-9_14">https://doi.org/10.1007/978-3-658-35560-9_14</a>
  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={<a href="https://doi.org/10.1007/978-3-658-35560-9_14">10.1007/978-3-658-35560-9_14</a>},
    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 <i>Algorithmische Wissenskulturen. Der Einfluss des Computers auf
    die Wissenschaftsentwicklung</i>, edited by Ulf Hashagen and Rudolf Seising, 327–365.
    Die blaue Stunde der Informatik. Wiesbaden: Springer, 2025. <a href="https://doi.org/10.1007/978-3-658-35560-9_14">https://doi.org/10.1007/978-3-658-35560-9_14</a>.'
  ieee: 'S. Alpsancar, “Algorithmische Kulturen des Pflanzensammelns? Das Beispiel
    der Computerisierung des Botanischen Gartens und Botanischen Museums Berlin,”
    in <i>Algorithmische Wissenskulturen. Der Einfluss des Computers auf die Wissenschaftsentwicklung</i>,
    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.”
    <i>Algorithmische Wissenskulturen. Der Einfluss des Computers auf die Wissenschaftsentwicklung</i>,
    edited by Ulf Hashagen and Rudolf Seising, Springer, 2025, pp. 327–365, doi:<a
    href="https://doi.org/10.1007/978-3-658-35560-9_14">10.1007/978-3-658-35560-9_14</a>.
  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.
    <i>arXiv</i>. Published online 2025.
  apa: Paaßen, B., Alpsancar, S., Matzner, T., &#38; Scharlau, I. (2025). Healthy
    Distrust in AI systems. In <i>arXiv</i>.
  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.” <i>ArXiv</i>, 2025.
  ieee: B. Paaßen, S. Alpsancar, T. Matzner, and I. Scharlau, “Healthy Distrust in
    AI systems,” <i>arXiv</i>. 2025.
  mla: Paaßen, Benjamin, et al. “Healthy Distrust in AI Systems.” <i>ArXiv</i>, 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: '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: <i>Proceedings of Fourth European Workshop on Algorithmic
    Fairness</i>. PMLR; 2025:310–314.'
  apa: Xenidis, R., &#38; Fahimi, M. (2025). Standardising Equality in the Algorithmic
    Society? A Research Agenda. <i>Proceedings of Fourth European Workshop on Algorithmic
    Fairness</i>, 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 <i>Proceedings of Fourth European Workshop on
    Algorithmic Fairness</i>, 310–314. PMLR, 2025.
  ieee: R. Xenidis and M. Fahimi, “Standardising Equality in the Algorithmic Society?
    A Research Agenda,” in <i>Proceedings of Fourth European Workshop on Algorithmic
    Fairness</i>, 2025, pp. 310–314.
  mla: Xenidis, Raphaële, and Miriam Fahimi. “Standardising Equality in the Algorithmic
    Society? A Research Agenda.” <i>Proceedings of Fourth European Workshop on Algorithmic
    Fairness</i>, 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: '57531'
author:
- first_name: Suzana
  full_name: Alpsancar, Suzana
  id: '93637'
  last_name: Alpsancar
- first_name: Heike M.
  full_name: Buhl, Heike M.
  id: '27152'
  last_name: Buhl
- 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: 'Alpsancar S, Buhl HM, Matzner T, Scharlau I. Explanation needs and ethical
    demands: unpacking the instrumental value of XAI. <i>AI and Ethics</i>. 2025;5:3015–3033.
    doi:<a href="https://doi.org/10.1007/s43681-024-00622-3">https://doi.org/10.1007/s43681-024-00622-3</a>'
  apa: 'Alpsancar, S., Buhl, H. M., Matzner, T., &#38; Scharlau, I. (2025). Explanation
    needs and ethical demands: unpacking the instrumental value of XAI. <i>AI and
    Ethics</i>, <i>5</i>, 3015–3033. <a href="https://doi.org/10.1007/s43681-024-00622-3">https://doi.org/10.1007/s43681-024-00622-3</a>'
  bibtex: '@article{Alpsancar_Buhl_Matzner_Scharlau_2025, title={Explanation needs
    and ethical demands: unpacking the instrumental value of XAI}, volume={5}, DOI={<a
    href="https://doi.org/10.1007/s43681-024-00622-3">https://doi.org/10.1007/s43681-024-00622-3</a>},
    journal={AI and Ethics}, publisher={Springer}, author={Alpsancar, Suzana and Buhl,
    Heike M. and Matzner, Tobias and Scharlau, Ingrid}, year={2025}, pages={3015–3033}
    }'
  chicago: 'Alpsancar, Suzana, Heike M. Buhl, Tobias Matzner, and Ingrid Scharlau.
    “Explanation Needs and Ethical Demands: Unpacking the Instrumental Value of XAI.”
    <i>AI and Ethics</i> 5 (2025): 3015–3033. <a href="https://doi.org/10.1007/s43681-024-00622-3">https://doi.org/10.1007/s43681-024-00622-3</a>.'
  ieee: 'S. Alpsancar, H. M. Buhl, T. Matzner, and I. Scharlau, “Explanation needs
    and ethical demands: unpacking the instrumental value of XAI,” <i>AI and Ethics</i>,
    vol. 5, pp. 3015–3033, 2025, doi: <a href="https://doi.org/10.1007/s43681-024-00622-3">https://doi.org/10.1007/s43681-024-00622-3</a>.'
  mla: 'Alpsancar, Suzana, et al. “Explanation Needs and Ethical Demands: Unpacking
    the Instrumental Value of XAI.” <i>AI and Ethics</i>, vol. 5, Springer, 2025,
    pp. 3015–3033, doi:<a href="https://doi.org/10.1007/s43681-024-00622-3">https://doi.org/10.1007/s43681-024-00622-3</a>.'
  short: S. Alpsancar, H.M. Buhl, T. Matzner, I. Scharlau, AI and Ethics 5 (2025)
    3015–3033.
date_created: 2024-12-02T08:32:00Z
date_updated: 2025-11-25T21:27:44Z
department:
- _id: '756'
- _id: '26'
doi: https://doi.org/10.1007/s43681-024-00622-3
intvolume: '         5'
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: 3015–3033
project:
- _id: '370'
  name: 'TRR 318 - B06: TRR 318 - Teilprojekt B6 - Ethik und Normativität der erklärbaren
    KI'
- _id: '111'
  name: 'TRR 318 - A01: TRR 318 - Adaptives Erklären (Teilprojekt A01)'
- _id: '114'
  name: 'TRR 318 - A04: TRR 318 - Integration des technischen Modells in das Partnermodell
    bei der Erklärung von digitalen Artefakten (Teilprojekt A04)'
publication: AI and Ethics
publication_status: published
publisher: Springer
related_material:
  link:
  - relation: confirmation
    url: https://links.springernature.com/f/a/xjbXcT06ufIgbHT1duGaHQ~~/AABE5gA~/RgRpMhXcP0SiaHR0cHM6Ly9saW5rLnNwcmluZ2VyLmNvbS8xMC4xMDA3L3M0MzY4MS0wMjQtMDA2MjItMz91dG1fc291cmNlPXJjdF9jb25ncmF0ZW1haWx0JnV0bV9tZWRpdW09ZW1haWwmdXRtX2NhbXBhaWduPW9hXzIwMjQxMjAzJnV0bV9jb250ZW50PTEwLjEwMDcvczQzNjgxLTAyNC0wMDYyMi0zVwNzcGNCCmdG3JBPZxsDc2FSIXN1emFuYS5hbHBzYW5jYXJAdW5pLXBhZGVyYm9ybi5kZVgEAAAHLA~~
status: public
title: 'Explanation needs and ethical demands: unpacking the instrumental value of
  XAI'
type: journal_article
user_id: '93637'
volume: 5
year: '2025'
...