Accountable Artificial Intelligence: Holding Algorithms to Account.
Artificial intelligence (AI) algorithms govern in subtle yet fundamental ways the way we live and are transforming our societies. The promise of efficient, low‐cost, or "neutral" solutions harnessing the potential of big data has led public bodies to adopt algorithmic systems in the provision of pub...
| Publicado en: | Public Administration Review Vol. 81; no. 5; pp. 825 - 837 |
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| Formato: | Artículo |
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Wiley-Blackwell
Sep2021
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| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ssf&AN=152443585&site=ehost-live header: @attributes: shortDbName: ssf uiTerm: 152443585 longDbName: Social Sciences Full Text (H.W. Wilson) uiTag: AN controlInfo: bkinfo: jinfo: jid: 00333352 PBA jtl: Public Administration Review issn: 00333352 maglogo: Y pubinfo: dt: Sep2021 vid: 81 iid: 5 pid: 480 pub: Wiley-Blackwell artinfo: ui: 152443585 10.1111/puar.13293 ppf: 825 ppct: 12 formats: fmt: – @attributes: type: T – @attributes: type: P size: 338KB tig: atl: Accountable Artificial Intelligence: Holding Algorithms to Account. aug: su: Organizational accountability Artificial intelligence Discrimination (Sociology) Organizational transparency Algorithms Decision making in public administration sug: subj: Organizational accountability Artificial intelligence Discrimination (Sociology) Organizational transparency Other General Government Support Algorithms Decision making in public administration ab: Artificial intelligence (AI) algorithms govern in subtle yet fundamental ways the way we live and are transforming our societies. The promise of efficient, low‐cost, or "neutral" solutions harnessing the potential of big data has led public bodies to adopt algorithmic systems in the provision of public services. As AI algorithms have permeated high‐stakes aspects of our public existence—from hiring and education decisions to the governmental use of enforcement powers (policing) or liberty‐restricting decisions (bail and sentencing)—this necessarily raises important accountability questions: What accountability challenges do AI algorithmic systems bring with them, and how can we safeguard accountability in algorithmic decision‐making? Drawing on a decidedly public administration perspective, and given the current challenges that have thus far become manifest in the field, we critically reflect on and map out in a conceptually guided manner the implications of these systems, and the limitations they pose, for public accountability. pubtype: Academic Journal doctype: Article src: R language: English refInfo: copyright: @attributes: flag: N holdings: @attributes: islocal: N |
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