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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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Wesley Brewer

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Preprint Aug 2026

Workflow Cards: Structured Summaries of Workflow Executions Using Provenance Data

This paper defines a Workflow Card template informed by a representative set of provenance questions that surface from the execution-level data missing from Model and Data Cards, and evaluates how effectively LLMs use Workflow Cards to understand workflow executions compared with querying provenance databases through a...

Nicola Giuseppe Marchioro, Gabriele Padovani, Amal Gueroudji et al. · 0 citations

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