AINeutralarXiv – CS AI · 14h ago6/10
🧠
When Cloud Agents Meet Device Agents: Lessons from Hybrid Multi-Agent Systems
Researchers present a systematic analysis of hybrid multi-agent systems combining cloud-based large language models with on-device small language models, revealing that optimal architecture design is highly task-dependent and that increased frontier compute does not guarantee better performance across the power-cost-accuracy Pareto frontier.