C 2023

AI Life Cycle and Human Rights: Risks and Remedies

ŠMUCLEROVÁ, Martina; Luboš KRÁL and Jan DRCHAL

Basic information

Original name

AI Life Cycle and Human Rights: Risks and Remedies

Authors

ŠMUCLEROVÁ, Martina (203 Czech Republic, belonging to the institution); Luboš KRÁL and Jan DRCHAL

Edition

Oxfort, Artificial Intelligence and Human Rights, p. 16-41, 26 pp. 2023

Publisher

Oxford University Press

Other information

Language

English

Type of outcome

Chapter(s) of a specialized book

Field of Study

50501 Law

Confidentiality degree

is not subject to a state or trade secret

Publication form

printed version "print"

References:

URL

Organization unit

AMBIS University

ISBN

978-0-19-288248-6

Keywords in English

Artificial intelligence;human rights;AI risks;international law

Tags

RIV_2023

Links

TL05000484, research and development project.
Changed: 18/4/2024 14:27, Ing. Kateřina Lendrová

Abstract

In the original language

This interdisciplinary chapter, based on the collaboration of international lawyers and artificial intelligence (AI) experts, introduces various phases of the AI life cycle in light of possible human rights violations that may arise from each of them. It identifies the root cause of the risks to human rights and analyses the possible remedies that are common to all AI systems despite their great diversity and domain of use today. The risk of human rights violation arises notably due to unbalanced or biased data, insufficiently identified system boundary conditions or modified context, the existence of the black box, malicious use, or abuse of AI. The gist is to introduce the human rights risk assessment throughout the whole AI life cycle and integrate it into the user requirements and the system specifications in the initial phase. This ensures, inter alia, that the AI system will be developed, tested, and monitored in light of the applicable human rights limitations. Requirements related to transparency, explainability, certification, or the selection of development data are all highly relevant for protection of human rights.
Displayed: 9/10/2025 00:38