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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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A. Arnold

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#artificial intelligence Preprint Sep 2026

On Device Agentic Operation Caches -- Classifier-Centric NL-to-Action Generation

This paper introduces a novel means of converting the NL-to-Action problem from a generative one into a classification-centric formulation via on-device operation caches via on-device operation caches that allow an agentic system to handle frequently occurring classes of actions completely on-device -- reducing latency...

Moghis Fereidouni, A. Arnold, Sumit Gulwani et al. · 0 citations

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