Digital Workshop "Reflection on intelligent systems: towards a cross-disciplinary definition"

20. Oktober 2022, 09:30 Uhr

We aim to take the first steps towards a cross-disciplinary definition of the notion of reflection on intelligent systems during this two-day digital Reflection Workshop on October 20-21, 2022.

Zeit: 20. Oktober 2022, 09:30 – 16:30 Uhr
Weitere Termine: 21. Oktober 2022, 09:30 – 16:30 Uhr
  The WebEx room will open 10 minutes before the start. Event language is English.
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Program Pages:

Thursday, October 20, 2022

Friday, October 21, 2022

Reflection Workshop

  • What does it mean to reflect on intelligent systems?
  • Which tools and methods are needed to successfully engage in (critical) reflection on intelligent systems?
  • What is the purpose of this reflection, its outcome, and who is the target audience?
  • Which lessons can we learn from discipline-internal reflection practices?
  • To what extent can these lessons be “translated” into interdisciplinary collaborations, teaching, science-policy debates, and science communication to a broader public?

Taking these questions as a starting point for this digital workshop, we aim to take the first steps towards a cross-disciplinary definition of the notion of reflection on intelligent systems by approaching the topic of reflection from various interdisciplinary perspectives. The conceptual outline of our workshop is defined by the goals and targets of reflection or, more specifically, by its end-users and their needs.

Theme 1: At a discipline-specific level, e.g., interpretability/introspection of intelligent systems. Why is reflection necessary if it does not improve performance? What are the ethical issues or catalysts of reflection at this level (e.g., bias, sustainability)?

Theme 2: At an interdisciplinary level: successful interdisciplinary collaboration requires a "translation" of the ontologies/methods of one discipline into the “language” of the other. While the outcome of reflection for interdisciplinary exchange likely shares features with discipline-specific reflection(s), the translation process reveals specific features that only "exist" at the intersection between different disciplines. 

Theme 3: From one discipline to the public: yet another type of reflection is driven by this practical question:  Why do we want the public to gain a deeper understanding of an intelligent system? And as a consequence, which aspects do we want the public to understand (clearly, not everything is necessary)? And what does the public want to know? 

Special Theme: Reflection and Teaching

Teaching is one of the strongest driving forces for reflection. As educators, we all feel at some point that we have only really understood the subject through the preparation of a lecture and sharing it with a class. How does this deep understanding relate to the three-layer structuring of reflection defined above? Indeed, students are part of the public (theme 3), but they are also experts in their respective disciplines to some extent (theme 1). Besides, the reflection on intelligent systems in teaching can be seen as a form of the conceptual translation we engage in when collaborating with experts of other disciplines who have limited knowledge of our domain (theme 2).

Program for Reflection Workshop

(Link to the Schedule and Details of Presentations)

Thursday, October 20, 2022
Friday, October 21, 2022
09:30 - Opening and Welcome 09:30 - Opening and Welcome

09:45 - Keynote 1 - Fairness & Inclusion in Machine Learning for Text: Back to the Future?

Prof. Dr. Anne Lauscher

Professor of Data Science at the University of Hamburg

09:40 - Keynote 3 - Are Large Language Models "Intelligent" Agents?

Prof. Dr. Gregor Betz

Professor of Philosophy of Science, Karlsruhe Institute of Technology, DebateLab

10:45 - Break 10:45 - Break

10:55 - Session 1: Reflection for Teaching and Communication with the Public

10:55 - Session 3: Interdisciplinary

12:15 - Lunch 12:15 - Lunch

13:15 - Session 2: From one discipline to the public

13:15 - Session 4: Machine learning

(14:10 - Mini break)

14:15 - Continue Session 4: Machine Learning

14:35 - Break

14:45 - WebEx Reopens

15:05 - Break

15:00 - Keynote 2  - AI as Mediator

Prof. Dr. Robert "Bob" C. Williamson

Professor of "Foundations of Machine Learning Systems" at the Eberhard Karls University Tübingen

15:15 - Keynote 4 - A History of Imagining Intelligent Systems

Dr. Kanta Dihal

Senior Research Fellow at the Leverhulme Centre for the Future of Intelligence, University of Cambridge

16:00 - Closing

16:15 - Closing

Organizers

This two-day online event is hosted by the University of Stuttgart, Interchange Forum for Reflecting on Intelligent Systems (IRIS), and organized by Gabriella Lapesa, Lukas Erhard, Curtis Runstedler, and Sierra Kaiser.

Click here to register to attend 

Lightbulb with thought bubbles with questions about what to talk about during the workshop. No registration fee and open to all disciplines.
[Bild: Pixabay and Sierra Kaiser]

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