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April 11, 2026Open Access

Collective Machine Intelligence: A New Field for the Age of AI Collectives

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Authors

MMMark E. Mala

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Overview

Investigates how AI collectives innovate and function, highlighting potential advancements in intelligence and applications.

Key Points

  • This research aims to define and explore the emerging field of Collective Machine Intelligence (CMI) and its characteristics.
  • Identified and defined Collective Machine Intelligence as a new field.
  • Introduced Computational Organisational Theory to study AI collectives.
  • Presented two demonstrations: AgentCiv simulation and AgentCiv Engine for exploring interactions within AI collectives.
  • AgentCiv simulation showed that LLM agents produced governance and innovation spontaneously.
  • AgentCiv Engine indicated different organizational configurations lead to varied outcomes in task performance.

Cite This Study

Mark E. Mala (2026) studied this question.

synapsesocial.com/papers/69d9e5ec78050d08c1b761c8https://doi.org/10.5281/zenodo.19479939
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