Λεπτομέρειες βιβλιογραφικής εγγραφής
| Τίτλος: |
Multi-Agent AI Systems Are Organizations. |
| Συγγραφείς: |
Arrieta, Jose1 j.p.arrieta@uva.nl, He, Vivianna Fang2 vivianna.he@ucl.ac.uk, Puranam, Phanish3 phanish.puranam@insead.edu, Shrestha, Yash Raj4 YashRaj.Shrestha@unil.ch |
| Πηγή: |
INSEAD Working Papers Collection. 2026, Issue 49, p1-10. 10p. |
| Θεματικοί όροι: |
*Management science, *Decision theory, *Computer network protocols, Multiagent systems, Reward (Psychology) |
| Περίληψη: |
Multi-agent AI systems are described, in computer science, in terms such as communication protocols, reward functions and reasoning architectures. We argue this framing is incomplete and turn to an established framework: a century of organization science identifies universal problems that any multi-agent goal-oriented system must solve. These problems are substrateneutral, and so they apply to multi-agent AI systems just as much as they do to human organizations. We show that the failures of multi-agent systems cataloged in an existing empirical taxonomy of 1,642 execution traces can be sorted almost perfectly into the universal problems of organizing. The problems are universal; the solutions that are feasible given agent properties and contextual conditions remain to be discovered. We discuss the implications of viewing multi-agent AI systems as organizations for systems comprising artificial agents as well as mixed human-AI members. [ABSTRACT FROM AUTHOR] |
|
Copyright of INSEAD Working Papers Collection is the property of INSEAD and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.) |
| Βάση Δεδομένων: |
Business Source Index |