SM 451: Seminar Ethical AI (HWS 2023)
The seminar reflects on ethical requirements of AI applications. The seminar is for BSc students only.
Course language: in case all participants speak German, the seminar will be held in German, otherwise, the language will be English.
Organization
- This seminar is organized by Prof. Dr. Heiko Paulheim.
- Available for BSc students (2 SWS, 5 ECTS).
- Prerequisites: There are no formal requirements, but students should have basic knowledge of and interest in Artificial Intelligence.
Goals
In this seminar, you will
- Read, understand, and explore technical and scientific literature, as well as literature on ethical standards
- Write a short exposé and a concise report (10 single-column pages + references)
- Give an oral presentations (20 minutes)
- Review reports of a fellow students
Schedule
- Register as described below.
- Attend the kickoff meeting on Monday, September 11th, 13:45
- Pick a set of topics until Friday, September 13th
- Prepare a presentation and present during a slot in the scheminar schedule assigned to you.
- Presentations are on Mondays, 13:45–16:15, room C 301 (B 6, 27–29, building part C).
- Presentation dates: 9.10. and 16.10.
- Prepare and submit a final report until Friday, December 22nd
Registration
Register via Portal 2.
If you are accepted into the seminar, provide at least 4 topic areas ranked by your preference by Sep 13 via email to Bianca Lermer.
Topic areas and topics
The goal of the seminar is to analyze a particular application of AI technology along ethical guidelines.
To this end, you will
- Pick an application area.
- Find commercial solutions and/
or research prototypes in this area. - Analyze them along given ethical evaluation frameworks.
In the presentation and report, you should
- describe the application area (this should be about 1/
3) - explain your findings regarding relevant ethical issues (this should be about 2/
3)
The following links may help you identify potential application areas:
- https://research.aimultiple.com/ai-usecases/
- https://www.linkedin.com/pulse/2023-artificial-intelligence-100s-use-cases-industry-marc-pickren/?trk=public_post
- https://smartwalrus.com/ai-machine-learning-applications/
- https://becominghuman.ai/top-100-business-use-cases-of-artificial-intelligence-by-utpal-chakraborty-721a495ebed
Relevant ethical guidelines:
- The EU AI Act: https://www.europarl.europa.eu/news/en/headlines/society/20230601STO93804/eu-ai-act-first-regulation-on-artificial-intelligence
- Ethics guidelines for trustworthy AI by the HLEG: https://digital-strategy.ec.europa.eu/en/library/ethics-guidelines-trustworthy-ai
- Assessment List for Trustworthy AI by the HLEG: https://digital-strategy.ec.europa.eu/en/library/assessment-list-trustworthy-artificial-intelligence-altai-self-assessment
- UNESCO Guidelines for Ethical AI: https://unesdoc.unesco.org/ark:/48223/pf0000381137