notesum.ai

Published at October 22

Trustworthy XAI and Application

cs.CL

cs.AI

Released Date: October 22, 2024

Authors: MD Abdullah Al Nasim¹, Parag Biswas², Abdur Rashid², Angona Biswas¹, Kishor Datta Gupta³

Aff.: ¹Research and Development Department, Pioneer Alpha, Dhaka, Bangladesh; ²MSEM Department, Westcliff University, California, United States; ³Department of Computer and Information Science, Clark Atlanta University, Georgia, USA

Arxiv: https://arxiv.org/abs/2410.17139v1

Principles	Explanation	Rights	GDPR Ref
Human Authority and Supervision	Artificial intelligence technology ought to uphold human agency and basic rights, instead of limiting or impeding human autonomy.	The right to get human assistance	Recital 71, Art 22
Robustness and Safety	Systems must be dependable, safe, robust enough to tolerate mistakes or inconsistencies, and capable of deviating from a totally automated decision	Art 22
Data Governance and Privacy	Individuals should be in total control of the information that is about them, and information about them should not be used against them	Notification and information access rights regarding the logic used in automated processes	Art 13, 14, and 15
Transparency	Systems using artificial intelligence ought to be transparent and traceable	The right to get clarification	Recital 71
Diversity and Fairness	AI systems have to provide accessibility and take into account the whole spectrum of human capacities, requirements, and standards	Right to not have decisions made only by machines	Art 22
Environmental and Social Well-Being	AI should be utilized to promote social change, accountability, and environmental sustainability	Accurate knowledge regarding the importance and possible consequences of making decisions exclusively through automation	Art 13, 14, and 15
Accountability	Establishing procedures to guarantee that AI systems and their outcomes are held accountable is essential	Right to be informed when decisions are made only by machines	Art 13, 14