Analysing Technical and Economic Dimensions using AI Techniques

Artificial intelligence holds significant potential for addressing various real-world challenges in fields like healthcare and transportation. Nevertheless, existing avenues for disseminating AI models, such as Github repositories, academic project websites, and commercial AI marketplaces, exhibit certain limitations, including inadequate monetization methods, model traceability, and auditability. This paper proposes a novel approach to AI diffusion through a decentralized online marketplace, offering guidelines that encompass technical, economic, and regulatory considerations. The study explores potential solutions to challenges within these domains and conducts a comparative analysis of current AI marketplaces, revealing a predominance of centralized commercial platforms featuring a limited model selection.