1. Explainable AI: Opening the black box or Pandora’s Box?.
- Author
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Storey, Veda C., Lukyanenko, Roman, Maass, Wolfgang, and Parsons, Jeffrey
- Subjects
ARTIFICIAL intelligence ,ALGORITHMS ,MACHINE learning ,BIG data ,HUMAN-artificial intelligence interaction - Abstract
The article discusses the alleged problem of "explainable" artificial intelligence using the extended metaphor of Pandora's box. The interplay between big data, machine learning, and algorithmic processing is scrutinized along with the potential flaws of machine learning models' training data and poorly defined organizational processes as well as socially or psychologically problematic human-artificial intelligence interactions.
- Published
- 2022
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