Good decisions in an imperfect world, A human-focused approach to automated decision-making

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14220%2F24%3A00136968" target="_blank" >RIV/00216224:14220/24:00136968 - isvavai.cz</a>
Result on the web
<a href="https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4940395" target="_blank" >https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4940395</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1080/17579961.2024.2392936" target="_blank" >10.1080/17579961.2024.2392936</a>

Result language
angličtina
Original language name
Good decisions in an imperfect world, A human-focused approach to automated decision-making
Original language description
Legal rules are based on an imagined regulatory scene that contains presumptions about the reality a regulation addresses. Regarding automated decision-making (ADM), these include a belief in the “good human decision” that is mirrored in the cautious approach in the GDPR. Yet the “good human decision” defies psychological insight into human weaknesses in decision-making. Instead, it reflects a general unease about algorithmic decisions. Against this background I explore how algorithms become part of human relationships and whether the use of decision systems causes a conflict with human needs, values and the prevailing socio-legal framework. Inspired by the concept of Human-Centered AI, I then discuss how the law may address the apprehension towards decision systems. I outline a human-focused approach to regulating ADM that focuses on improving the practice of decision-making. The interaction between humans and machines is an essential part of the regulation. It must address socio-legal changes caused by decision systems both to integrate them into the existing value system and adapt the latter to changes brought forth by ADM. A human-focused approach thus connects the benefits of technology with human needs and societal values.
Czech name
—
Czech description
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Type
J<sub>SC</sub> - Article in a specialist periodical, which is included in the SCOPUS database
CEP classification
—
OECD FORD branch
50501 - Law

Project
<a href="/en/project/EF16_019%2F0000822" target="_blank" >EF16_019/0000822: CyberSecurity, CyberCrime and Critical Information Infrastructures Center of Excellence</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Publication year
2024
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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