Enabling Regulatory Multi-Agent Collaboration: Architecture, Challenges, and Solutions

ArXi:2509.09215v2 Announce Type: replace Large language models (LLMs)-empowered autonomous agents are transforming both digital and physical environments by enabling adaptive, multi-agent collaboration. While these agents offer significant opportunities across domains such as finance, healthcare, and smart manufacturing, their unpredictable behaviors and heterogeneous capabilities pose substantial governance and accountability challenges.