Artificial Intelligence and Decision-Making: the question of Accountability
Artificial Intelligence and Decision-Making: the question of Accountability
dc.contributor.author | Gualdi, Francesco | |
dc.contributor.author | Cordella, Antonio | |
dc.date.accessioned | 2020-12-24T19:27:52Z | |
dc.date.available | 2020-12-24T19:27:52Z | |
dc.date.issued | 2021-01-05 | |
dc.description.abstract | Public sector organizations literature has addressed the influence of AI on decision-making process, looking mainly at rationalization and efficiency. However, recent adoptions of AI have been challenged because of their discriminatory nature. As a result, questions emerged on the accountability of AI supported decision-making processes in the public sector. This research sheds light on how AI transforms decision-making processes in the public sector and hence on their accountability. The paper illustrates that AI adoptions lead to the emergency of techno-legal entanglements – assemblages – which might impact upon AI accountability. Building on the findings of some of the most controversial and discussed cases of AI adoption in the public sector – COMPAS in the US and UKVI in the UK – the paper makes the case for a new approach to AI supported public sector decision-making accountability. | |
dc.format.extent | 10 pages | |
dc.identifier.doi | 10.24251/HICSS.2021.281 | |
dc.identifier.isbn | 978-0-9981331-4-0 | |
dc.identifier.uri | http://hdl.handle.net/10125/70894 | |
dc.language.iso | English | |
dc.relation.ispartof | Proceedings of the 54th Hawaii International Conference on System Sciences | |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 International | |
dc.rights.uri | https://creativecommons.org/licenses/by-nc-nd/4.0/ | |
dc.subject | Emerging Topics in Digital Government | |
dc.subject | accountability | |
dc.subject | artificial intelligence | |
dc.subject | assemblages | |
dc.subject | decision-making process | |
dc.subject | public sector | |
dc.title | Artificial Intelligence and Decision-Making: the question of Accountability | |
prism.startingpage | 2297 |
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