MacNet paper: multi-agent LLM collaboration follows a logistic scaling law past 1000 agents
burny_tech · x · 2026-10-04
- Tsinghua's ICLR 2025 paper MacNet organizes agents with DAGs into a collaboration network, orchestrating interactive reasoning for autonomous task solving.
- It supports collaboration among over 1,000 agents, with irregular topologies outperforming regular ones; performance follows a logistic growth pattern, with collaborative emergence earlier than neural emergence.
Related event: Multi-Agent Scaling Law Studies Spark Discussion(3 posts)→
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