Frontiers of Data and Computing ›› 2021, Vol. 3 ›› Issue (1): 1-14.doi: 10.11871/jfdc.issn.2096-742X.2021.01.001

• Technology Applicaton of Blockchain •     Next Articles

Blockchain-Based Intelligent-Ware: A Novel Paradigm for Distributed Artificial Intelligence Research

YUAN Yong1,2,*(),OUYANG Liwei3(),WANG Xiao3(),WANG Feiyue3()   

  1. 1. School of Mathematics, Renmin University of China, Beijing 100872, China
    2. Engineering Research Center of Finance Computation and Digital Engineering, Ministry of Education, Renmin University of China, Beijing 100872, China
    3. The State Key Laboratory for Management and Control of Complex Systems, Chinese Academy of Sciences, Beijing 100190, China
  • Received:2020-10-15 Online:2021-02-20 Published:2021-02-07
  • Contact: YUAN Yong E-mail:yong.yuan@ruc.edu.cn;ouyangliwei2018@ia.ac.cn;x.wang@ia.ac.cn;feiyue.wang@ia.ac.cn

Abstract:

[Objective] Integrating blockchain and the next-generation artificial intelligence (AI), and solving key issues and challenges in blockchain with the learning, reasoning and decision-making capabilities in AI, has become an important breakthrough point for the development of blockchain. [Methods] In this paper, we aim at studying the novel paradigm of blockchain + AI, integrating and enhancing both areas via embedding the centralized AI algorithms into the decentralized blockchain systems. [Results] We propose the concept and method framework for the novel blockchain-enabled intelligent-ware, which offers potential solutions to joint optimization for performance, decentralized governance and security issues of blockchain, and also provides a new paradigm for the decentralized AI. [Conclusions] Intelligent-ware can help construct the next-generation blockchain systems with high performance, high controllability, high security and intelligent decision-making ability, thus generating the blockchain intelligence.

Key words: intelligent-ware, blockchain, smart contract, distributed artificial intelligence