AI Ethics Issues in Real World: Evidence from AI Incident Database

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dc.contributor.authorWei, Mengyi
dc.contributor.authorZhou, Zhixuan
dc.date.accessioned2022-12-27T19:16:20Z
dc.date.available2022-12-27T19:16:20Z
dc.date.issued2023-01-03
dc.description.abstractWith the powerful performance of Artificial Intelligence (AI) also comes prevalent ethical issues. Though governments and corporations have curated multiple AI ethics guidelines to curb unethical behavior of AI, the effect has been limited, probably due to the vagueness of the guidelines. In this paper, we take a closer look at how AI ethics issues take place in real world, in order to have a more in-depth and nuanced understanding of different ethical issues as well as their social impact. With a content analysis of AI Incident Database, which is an effort to prevent repeated real world AI failures by cataloging incidents, we identified 13 application areas which often see unethical use of AI, with intelligent service robots, language/vision models and autonomous driving taking the lead. Ethical issues appear in 8 different forms, from inappropriate use and racial discrimination, to physical safety and unfair algorithm. With this taxonomy of AI ethics issues, we aim to provide a perspective for guideline makers to formulate more operable guidelines when trying to deploy AI applications ethically.
dc.format.extent10
dc.identifier.doi10.24251/HICSS.2023.602
dc.identifier.isbn978-0-9981331-6-4
dc.identifier.other261a102b-21a1-4642-bbd7-d1ecddc2fd8f
dc.identifier.urihttps://hdl.handle.net/10125/103236
dc.language.isoeng
dc.relation.ispartofProceedings of the 56th Hawaii International Conference on System Sciences
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 International
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectThe Technical, Socio-Economic, and Ethical Aspects of AI
dc.subjectai ethics
dc.subjectcontent analysis
dc.subjecttaxonomy
dc.titleAI Ethics Issues in Real World: Evidence from AI Incident Database
dc.type.dcmitext
prism.startingpage4923

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