AIBullisharXiv – CS AI · 5h ago7/10
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Queen-Bee Agents: A BeeSpec-Centered Architecture for Governed Enterprise MCP Orchestration
Researchers present Queen-Bee, a governed multi-agent architecture that enables enterprises to safely orchestrate large language models with private tools and Model Context Protocol interfaces while enforcing policy controls and operational boundaries. The system achieves 96.4% task success rate with zero governance failures, suggesting enterprise AI deployments require architectural isolation and audit mechanisms alongside raw capability.