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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Andreas Stöckl

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Conference Jul 2026

Trace-Based Governance for Agentic AI: An MCP-Based Framework for Observability, Human Oversight, and Accountability

Agentic AI systems, LLM-based agents that autonomously plan multi-step tasks and execute them via tool calls, are increasingly deployed in organizations, yet systematic instruments to operationalize governance, transparency, and accountability for agentic tool usage remain lacking. This paper presents the conceptual de...

Heidrun Mühle, Andreas Stöckl · 0 citations

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