Multi-Agent Scaling Law Studies Spark Discussion

A Tsinghua ICLR 2025 paper (MacNet) organizes over a thousand agents via DAG and finds Logistic scaling behavior. Combined with two related studies, the consensus is that multi-agent scaling has limits and architecture is decisive.

2026-10-04 ~ 2026-10-04 · 3 related posts

• Three papers map multi-agent scaling: logistic growth, Ringelmann effect, and -70% architecture mismatches — burny_tech · 2026-10-04
• MacNet paper: multi-agent LLM collaboration follows a logistic scaling law past 1000 agents — burny_tech · 2026-10-04
• Study scales multi-agent LLM collaboration via DAGs, and RL laws may stack — burny_tech · 2026-10-04