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#knowledge-governance News & Analysis

2 articles tagged with #knowledge-governance. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AIBullisharXiv – CS AI · Apr 147/10
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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.

AINeutralarXiv – CS AI · Jun 26/10
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Deliberative Curation: A Protocol for Multi-Agent Knowledge Bases

Researchers propose a deliberative curation protocol for multi-agent AI knowledge systems that combines reputation-weighted voting, staged governance, and adaptive sanctions. Testing shows the protocol maintains 0.826 precision under moderate adversity versus 0.791 for majority voting, degrading three times more slowly under stress while acknowledging that sanctions mechanisms remain empirically unvalidated.