AIBullisharXiv – CS AI · 14h ago7/10
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Context Kubernetes: Declarative Orchestration of Enterprise Knowledge for Agentic AI Systems
Researchers introduce Context Kubernetes, an architecture that applies container orchestration principles to managing enterprise knowledge in AI agent systems. The system addresses critical governance, freshness, and security challenges, demonstrating that without proper controls, AI agents leak data in over 26% of queries and serve stale content silently.