Multi-Agent Intelligence: A New Frontier in Foundation Models
Published:Dec 9, 2025 15:51
•1 min read
•ArXiv
Analysis
This ArXiv paper highlights a crucial limitation of current AI: the focus on single-agent scaling. It advocates for foundation models that natively incorporate multi-agent intelligence, potentially leading to breakthroughs in collaborative AI.
Key Takeaways
- •Single-agent scaling may not be sufficient for achieving true multi-agent intelligence.
- •The paper proposes the need for foundation models designed with native multi-agent capabilities.
- •This research area could unlock new possibilities in collaborative AI systems.
Reference
“The paper likely discusses limitations of single-agent scaling in achieving complex multi-agent tasks.”