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CAISzeit #19

Can justice be programmed? Fairness and transparency in algorithms. Guest: Miriam Fahimi

Algorithms determine our lives: From the content we see on social media to the loans we are granted.

27. August 2024

But to what extent are algorithms fair and transparent? And what consequences can there be if they are not? Can justice be programmed? We discuss these questions and more in this CAISzeit with Miriam Fahimi.

Recommendations on the topic

Research:

  • Digital Age Research Centre (D!ARC), University of Klagenfurt. https://www.aau.at/digital-age-research-center/
  • Meisner, C., Duffy, B. E., & Ziewitz, M. (2022). The labour of search engine evaluation: Making algorithms more human or humans more algorithmic? New Media & Society. https://doi.org/10.1177/14614448211063860
  • Poechhacker, N., Burkhardt, M., & Passoth, J.-H. (2024). 10. Recommender Systems beyond the Filter Bubble: Algorithmic Media and the Fabrication of Publics. In J. Jarke, B. Prietl, S. Egbert, Y. Boeva, H. Heuer, & M. Arnold (Eds.), Algorithmic Regimes (pp. 207-228). Amsterdam University Press. https://doi.org/10.1515/9789048556908-010

Popular science literature:

  • Crawford, K. (2021). Atlas of AI: Power, politics, and the planetary costs of artificial intelligence. Yale University Press.
  • Website of Kate Crawford. https://katecrawford.net

Documentary film:

  • Coded Bias (German: Vorprogrammierte Diskriminierung; available on Netflix): This documentary examines the biases in algorithms that MIT Media Lab researcher Joy Buolamwini exposed in facial recognition systems. https://www.netflix.com/de/title/81328723

Newsletter:

Zu Gast

Miriam_Fahimi

Miriam Fahimi ist von April bis September 2024 als Fellow am CAIS und promoviert derzeit in den Science and Technology Studies am Digital Age Research Center (D!ARC) der Universität Klagenfurt. Sie erforscht die „Fairness in Algorithmen“ und hat über eineinhalb Jahre in einem Kreditunternehmen beobachtet, wie dort über transparente und faire Algorithmen diskutiert wird.

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