J 2024

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

BACHER, Bettina

Základní 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.

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