Open Access
Article
SciPap-2083
The Blockchain-Based Trustworthy Artificial Intelligence Supported by Stakeholders-In-The-Loop Model
by
Şaban İbrahim Göksal 1,* 
and Maria Claudia Solarte Vasquez 2
1 Department of Law, School of Business, Tallinn University of Technology, Akadeemia tee 3, Tallinn 12611, Estonia
2 Department of Law, School of Business, Tallinn University of Technology, Akadeemia tee 3, Tallinn 12611, Estonia
* Authors to whom correspondence should be addressed.
Abstract: This paper introduces the Blockchain-Based Trustworthy Artificial Intelligence (AI) Supported by Stakeholders-In-The-Loop Model (BCTrustAI.SL) that incorporates sociotechnical components to ensure legal compliance and conformity with the emerging trustworthiness standards for AI systems. BCTrustAI.SL combines features of the Blockchain Framework for Trustworthy AI (BF.TAI), the BlockIoTIntelligence architectural model and the Society-In-The-Loop (SITL) framework, to solve the intangibility problem of the foundational normative notions of robustness, ethicality and lawfulness, and human-centredness, and help them become applicable in practice. The work contributes to the specification and operationalisation of trustworthiness as an AI attribute, highlighting the importance of a precise understanding of its institutional foundations, high order principles and concrete key requirements (data protection, data governance, technical robustness and safety, transparency, accountability, diversity and non-discrimination, and human agency and oversight) deriving from them. On a practical/technical level, BCTrustAI.SL showcases the strengths of combining Blockchain (BC) and AI to address their individual limitations, laying the groundwork for future advancements and practical applications.
Keywords: Trustworthy Ai, Robustness, Ethicality And Lawfulness, Human-Centredness, Blockchain Framework For Trustworthy Ai, Blockiotintelligence Architectural Model, Society-In-The-Loop Framework
JEL classification: K39 - Other, M15 - IT Management, M48 - Government Policy and Regulation, O31 - Innovation and Invention: Processes and Incentives, O33 - Technological Change: Choices and Consequences • Diffusion Processes, O38 - Government Policy
Received: 1 June 2024 / Accepted: 29 October 2024 / Published: 6 November 2024
