Digital Gospeller, Sr. Director, Stragility Consulting Pvt. Ltd., Adjunct Professor, IIM, Kozhikode, Author. Fomer Sr. Professor of NMIMS Univ. School of Bus. Management. Former CFO and Global Group Controller of MNCs.
#Humane and #Ethical dimensions of #AIDesign are among the most demanded and debated aspects of the contemporary world. This research based paper asks how to incorporate #FundamentalRights protection into the architecture of #AI systems. The present report tackles this challenge by merging the results of #LegalResearch with the findings achieved through the participation in the macro-project “#MetricsFor Ethics” carried out in the context of WP5 of the HumanE AI Net project. It covers the following six dimensions of #Ethics: · Explainability · Transparency · Fairness · Bias · Trustworthiness The macro-project “Metrics for Ethics” aims to contribute to the research on the technical approaches to monitor #Ethical, #Legal, and #Social requirements in #AIDesign, development, and deployment. To this end, the participants in the macro-project have conducted a case study that, by addressing a use case classified as High-risk under the AI Act, i.e., creditworthiness evaluation, sought to develop a dashboard that allows its users to explore different aspects of the use of AI metrics to measure requirements such as bias, fairness, robustness, explainability and transparency. The cross-disciplinary dialogues with the team members of the macro-project has offered a hands-on perspective on the question of whether and, if so, how and to what extent, AI metrics can contribute to Legal Protection by Design, a concept coined by Hildebrandt to characterise an approach aimed to articulate fundamental rights protection and the checks and balances of the Rule of Law in the design of digital technologies. In this perspective, the topic of AI Metrics has proved particularly apt to investigate the delicate interplay between legal and technical requirements in the practices of designing, testing and documenting AI systems and models
Principal Consultant and Founder at InnoVision Enterprise Solutions
1moDr. Paritosh Basu Very insightful article