The Future of Management: DAO to Smart Organizations and Intelligent Operations

Abstract

In the future, management in smart societies will revolve around knowledge workers and the works they produce. This article is committed to explore new management framework, model, paradigm, and solution for organizing, managing, and measuring knowledge works. First, the parallel management framework is presented that would allow for the virtual-real interactions of humans in social space, robots in physical space, and digital humans in cyberspace to realize descriptive, predictive, and prescriptive intelligence for management. Then, the management foundation models are proposed by fusing scenarios engineering with artificial intelligence foundation models and cyber-physical-social systems. Moreover, the new management paradigm driven by decentralized autonomous organizations and operations is formulated for the advancement of smart organizations and intelligent operations. On these basis, the management operating systems that highlight features of simple intelligence, provable security, flexible scalability, and ecological harmony are finally put forward as new management solution.Index Terms-Decentralized autonomous organizations and operations (DAO), management foundation model, management intelligence, management operating system (MOS), metaverse, parallel management. I. INTRODUCTIONM ANAGEMENT is regarded as the art and science of how to effectively use resources to achieve the predefined goals. Management as a field originated from ancient China [1], [2], [3], [4] and dated from the monograph entitled "Guanzi" [5], [6], [7], which contains the dialectical idea of the opposition and unity between simplicity and complexity as well as many unique management concepts and thoughts. Especially, its decision-making concept is very Manuscript

ChatGPT for Computational Social Systems: From Conversational Applications to Human-Oriented Operating Systems

“…Among them, the general foundation model can form a scalable and general cognition, the scenario foundation model aims to introduce the scenario data and knowledge oriented to the application field, and the business foundation model serves the professional but common businesses and tasks. SE that relies on intelligence and index, calibration and certification, and verification and validation to generate the trustworthy and interpretable AI scenarios can be a feasible technology to support the establishing and training of the scenario and business foundation models [30].…”

Toward parallel intelligence: An interdisciplinary solution for complex systems

“… 110 Bolstered by parallel blockchain and knowledge automation, parallel management offers a decentralized and autonomous solution for management that highlights features of simple intelligence, provable security, flexible scalability, and ecological harmony. 120 Parallel management targets not only physical organizations but also artificial or computational counterparts, as well as their mechanism for virtual-real interactions. 121 …”

“…Furthermore, parallel management has been applied to organize, manage, and measure knowledge work, reflecting the transition from manual labor to knowledge work in future intelligent societies. 120 , 171 , 172 …”

“…Digital and robotic humans will take over the bulk of mental and physical labor, alleviating the intense demands placed on biological humans to manage complex systems. At present, the deployment of these three types of humans in fields such as autonomous driving, 142 knowledge management, 120 artistic creation, 127 and industrial production 15 , 16 has already demonstrated significant advancements in collaboration between humans and various other elements.…”

Guest Editorial: Cyber–Physical–Social Intelligence: Toward Metaverse-Based Smart Societies of 6I and 6S

“…We believe that metaverse will have great impact on our future world. In our future MetaSocieties, the world population would consist of three parts, including 5% biological human with intuitive rationality, 15% robotic human with adaptative rationality, and 80% digital human with computational rationality [12], [13], and through their virtual-real interactions and closed-loop feedbacks, descriptive intelligence, predictive intelligence, and prescriptive intelligence will be realized, so as to achieve CPSI and parallel intelligence in CPSS. In addition, with the development of decentralized autonomous organizations and operations (DAOs), MetaOrganizations will become the emerging organization forms in the future MetaSocieties [14], and MetaManagement and MetaControl 2168-2216 c 2023 IEEE.…”