Přehled o publikaci
2024
Good decisions in an imperfect world, A human-focused approach to automated decision-making
BACHER, BettinaBasic information
Original name
Good decisions in an imperfect world, A human-focused approach to automated decision-making
Authors
BACHER, Bettina
Edition
Law, Innovation and Technology, Francis, 2024, 1757-9961
Other information
Language
English
Type of outcome
Article in a journal
Country of publisher
United Kingdom of Great Britain and Northern Ireland
Confidentiality degree
is not subject to a state or trade secret
References:
Marked to be transferred to RIV
Yes
RIV identification code
RIV/00216224:14220/24:00136968
Organization
Právnická fakulta – Repository – Repository
EID Scopus
Keywords in English
Automated decision-making; GDPR; heuristics and bias; human-centered AI; sociotechnical practices
Links
CZ.02.1.01/0.0/0.0/16_019/0000822, interní kód Repo.
Changed: 8/5/2025 00:50, RNDr. Daniel Jakubík
Abstract
In the original language
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.