Agensh: Scaling Organizational Intelligence to 1,024 Agents

arXiv:2609.26781 · cs.CL, cs.MA · Submitted 2026-09-22 · Read on arXiv

cs.CL, cs.MA

Submitted: 2026-09-22

Updated: 2026-09-22

Comments: 13 pages, 6 figures

Code: https://github.com/microsoft/Agensh

Project page: https://aka.ms/Agensh

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Cooperation — 36× in this paper · explained in 2 episodes
Multi-Agent System — 10× in this paper · explained in 6 episodes
Agent Harness — 7× in this paper · explained in 2 episodes
AI Agents — 3× in this paper · explained in 2 episodes
Agentic Loop — 3× in this paper · explained in 1 episode
Core — 2× in this paper · explained in 2 episodes
Abstraction — 1× in this paper · explained in 1 episode
Benchmark — 1× in this paper · explained in 2 episodes
Consistency — 1× in this paper · explained in 3 episodes
Multi-agent Collaboration — 1× in this paper · explained in 2 episodes
Provenance — 1× in this paper · explained in 3 episodes
Reinforcement Learning — 1× in this paper · explained in 4 episodes
Robustness — 1× in this paper · explained in 5 episodes
State Management — 1× in this paper · explained in 3 episodes
Verification — 1× in this paper · explained in 2 episodes

Sources

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