Collective Dynamics of “Small-World” Networks Enhanced by Quantum Technology for Trusted AI Transactions

Abstract

Based on this research, the authors think that quantum technologies could be used to make small-world networks work better so that AI transactions can be trusted. The goal is to build small-world networks powered by quantum mechanics to reduce the risks that come from bad actors and people who don't have permission to join them. This will make it possible for AI agents to converse and do business safely. The ability of AI agents to carry out deals that can be trusted and checked is looked into in terms of the new features of quantum-enhanced small-world networks. The authors also look into how scalable quantum-enhanced small-world networks can be so that AI communities stay safe and reliable. They also look at possible uses for the proposed framework, such as in autonomous systems, healthcare, and the financial sector—all of which rely on AI agents being able to interact reliably and safely with each other. Finally, the authors talk about some of the problems and possible future research directions that come up with creating quantum-enhanced small-world networks that allow global trusted AI transactions.