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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

Renan Souza

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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
#large language models Preprint Sep 2026

Exploring the Genesis Platform Capabilities to Accelerate Scientific Discovery in OPAL

The plant phenotyping workflow of the Orchestrated Platform for Autonomous Laboratories is explored, which couples Oak Ridge National Laboratory's Advanced Plant Phenotyping Laboratory with the Frontier supercomputer and replaces roughly twelve hours of manual analysis with interactive queries returning in seconds to m...

Daniel Rosendo, Renan Souza, Kelsey Carter et al. · 0 citations

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