Explainability-Based Artificial Intelligence Governance: A Legal Framework Analysis of Ethical and Social Impacts

Bulut Keken, Cemal Aktürk

2025

Abstract

Even though artificial intelligence (AI) systems, also known as "thinking machines," have become an indisputable aspect of technological advancement in society, it is impossible to ignore the moral dilemmas and societal effects they raise. These difficulties necessitate the introduction of legal regulations as well as the precise definition of AI's standing, obligations, limitations, and accessibility. Legislators and policymakers have therefore begun to assess AI advancements in the context of moral ideals and principles, particularly in reaction to particular applications that have sparked public outrage. With an emphasis on the lack of explainability in AI systems, this study examines these problems and draws attention to specific legal loopholes. Countries and international organizations are currently developing ethical standards for artificial intelligence. These guidelines are frequently disregarded, though, when developing software, defining developer accountability, and describing the decision-making process of AI. Therefore, to demonstrate how ethical and legal considerations can be incorporated into the technical architecture of AI systems, a governance framework centred on explainability, accountability, and ethical design is required.

Paper Citation

in Harvard Style

Keken B. and Aktürk C. (2025). Explainability-Based Artificial Intelligence Governance: A Legal Framework Analysis of Ethical and Social Impacts. In Proceedings of the 2nd International Conference on Advances in Electrical, Electronics, Energy, and Computer Sciences - Volume 1: ICEEECS; ISBN 978-989-758-783-2, SciTePress, pages 287-294. DOI: 10.5220/0014364700004848

in Bibtex Style

@conference{iceeecs25,
author={Bulut Keken and Cemal Aktürk},
title={Explainability-Based Artificial Intelligence Governance: A Legal Framework Analysis of Ethical and Social Impacts},
booktitle={Proceedings of the 2nd International Conference on Advances in Electrical, Electronics, Energy, and Computer Sciences - Volume 1: ICEEECS},
year={2025},
pages={287-294},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0014364700004848},
isbn={978-989-758-783-2},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 2nd International Conference on Advances in Electrical, Electronics, Energy, and Computer Sciences - Volume 1: ICEEECS
TI - Explainability-Based Artificial Intelligence Governance: A Legal Framework Analysis of Ethical and Social Impacts
SN - 978-989-758-783-2
AU - Keken B.
AU - Aktürk C.
PY - 2025
SP - 287
EP - 294
DO - 10.5220/0014364700004848
PB - SciTePress