Litcius/Paper detail

Machine economies

Eduard Hartwich, Alexander Rieger, Johannes Sedlmeir, Dominik Jurek, Gilbert Fridgen

2023Electronic Markets12 citationsDOIOpen Access PDF

Abstract

Abstract This fundamentals article discusses efficient machine economies in which non-human agents can autonomously exchange information and value. We first identify criteria for achieving Pareto efficiency in such economies by drawing on the Coase Theorem. We then translate these economic criteria to technical requirements before developing a framework that characterizes four types of machine economies. We discuss real-life examples for each type to highlight key challenges in achieving Pareto efficiency. In particular, we highlight that machine economies with human involvement in economic interactions and governance face significant challenges regarding perfect information, rationality, and transaction costs. Machine economies without human involvement, in turn, promise a high degree of Pareto efficiency, but there are still many open questions, particularly regarding machine-enforced governance. We conclude with opportunities for future research on the interactions and governance in machine economies.

Topics & Concepts

Coase theoremTransaction costPareto optimalCorporate governancePareto efficiencyPareto principleEconomicsEconomyValue (mathematics)Industrial organizationMicroeconomicsComputer scienceMulti-objective optimizationOperations managementMachine learningManagementBlockchain Technology Applications and SecurityAuction Theory and ApplicationsEconomic theories and models