Lieber Jonathan, lieber Timo, liebe alle,
als allgemeine Grundlage kann ich folgende zwei Bücher empfehlen:
But for AI to be accepted on ethical grounds, it will require more than simply explaining the reason behind machine learning decisions, says Rachel Thomas, director of the University of San Francisco’s Center for Applied Data Ethics. [...] “But an explanation alone is not sufficient. There needs to be some sort of system for recourse as well, such as the ability to appeal decisions.” [...] “It’s called ‘fair-washing’, where people take an unfair system and post-hoc give a fairer justification for the decisions they have made,” she says. “If somebody misses out on a loan because of their gender, and then you could go back later and say, ‘oh no, this is because of their credit score’. You can always find an explanation that is less suspect. It is another reason why explainability, in itself, won’t be sufficient [to create ethical AI].”
Max Grüntgens
Digitale Akademie
Projekt Propyläen. Forschungsplattform zu Goethes Biographica.
Akademie der Wissenschaften und der Literatur | Mainz
www.digitale-akademie.de
www.adwmainz.de
https://orcid.org/0000-0001-8736-9393
Anschrift:
Digitale Akademie im Frankfurter Goethe-Haus
Freies Deutsches Hochstift
Großer Hirschgraben 23-25
60311 Frankfurt am Main
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