Přehled o publikaci
2024
Good decisions in an imperfect world, A human-focused approach to automated decision-making
BACHER, BettinaZákladní údaje
Originální název
Good decisions in an imperfect world, A human-focused approach to automated decision-making
Autoři
BACHER, Bettina
Vydání
Law, Innovation and Technology, Francis, 2024, 1757-9961
Další údaje
Jazyk
angličtina
Typ výsledku
Článek v odborném periodiku
Stát vydavatele
Velká Británie a Severní Irsko
Utajení
není předmětem státního či obchodního tajemství
Odkazy
Označené pro přenos do RIV
Ano
Kód RIV
RIV/00216224:14220/24:00136968
Organizace
Právnická fakulta – Masarykova univerzita – Repozitář
EID Scopus
Klíčová slova anglicky
Automated decision-making; GDPR; heuristics and bias; human-centered AI; sociotechnical practices
Návaznosti
CZ.02.1.01/0.0/0.0/16_019/0000822, interní kód Repo.
Změněno: 8. 5. 2025 00:50, RNDr. Daniel Jakubík
Anotace
V originále
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.