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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

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Deveeshree Nayak

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Open access Sep 2026

Bounded Autonomy and Verifiable Safety for Agentic AI Enabled Automation

Agentic AI-enabled automation cannot be safely deployed in high-stakes environments on probabilistic reasoning alone. A recurring risk is epistemic drift: as reasoning deepens, system behavior may move away from subject-matter-expert constraints for safe operation. This paper presents BRaVeS, a bounded reasoning and sa...

S. Ramaswamy, Deveeshree Nayak · 0 citations

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