arXiv AI By Emanuele Quinto, Carlo Andrea Rozzi, Francesco Zanitti

Workflow as Knowledge: Semantic Persistence for LLM-Mediated Workflows

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arXiv:2607. 08740v1 Announce Type: new Abstract: Large language model (LLM) applications increasingly use explicit workflows for tool use, retrieval, branching, checkpointing, and human approval.

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arXiv AI
Aug 12

Workflow Cards: Structured Summaries of Workflow Executions Using Provenance Data

arXiv:2608. 11022v1 Announce Type: cross Abstract: Model Cards and Data Cards have demonstrated the value of structured, human-readable documentation for machine learning artifacts, capturing their context, parameters, limitations, and intended use.

By Nicola Giuseppe Marchioro, Gabriele Padovani, Amal Gueroudji, Rafael Ferreira da Silva, Wesley Brewer, Valentine Anantharaj, Sandro Fiore, Renan Souza