https://github.com/altera-al/project-sid

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altera-al/project-sid

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projectSidVideo.mp4

Project Sid: Many-agent simulations toward AI civilization

 

This repository contains our technical report: "Project Sid:
Many-agent simulations toward AI civilization"

To appear on arXiv.

Abstract

 

AI agents have been evaluated in isolation or within small groups,
where interactions remain limited in scope and complexity.
Large-scale simulations involving many autonomous agents--reflecting
the full spectrum of civilizational processes--have yet to be
explored. Here, we demonstrate how 10 - 1000+ AI agents behave and
progress within agent societies. We first introduce the PIANO
(Parallel Information Aggregation via Neu- ral Orchestration)
architecture, which enables agents to interact with humans and other
agents in real-time while maintaining coherence across multiple
output streams. We then evaluate agent performance in large- scale
simulations using civilizational benchmarks inspired by human
history. These simulations, set within a Minecraft environment,
reveal that agents are capable of meaningful progress--autonomously
developing specialized roles, adhering to and changing collective
rules, and engaging in cultural and religious transmis- sion. These
preliminary results show that agents can achieve significant
milestones towards AI civilizations, opening new avenues for
large-scale societal simulations, agentic organizational
intelligence, and integrating AI into human civilizations.

[visual_abstract]

Paper

 

The paper is available in two locations:

  * arXiv: To appear
  * PDF: 2024-10-31.pdf (in this repository)

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Contributors 3

  * @aj-ahn aj-ahn
  * @francusli francusli Frankie
  * @shuyingl shuyingl Shuying Luo

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