Enhancing the Benefits of Machine-Actionable DMPs with Generative AI

This talk will explore how advancements in large language models can help review, write, and improve connections of machine-actionable data management plans. It will review ongoing initiatives at the California Digital Library to improve the benefits and easy burden of writing DMPs, while still keeping the human author as the authority. It will cover learnings and progress and tips for others exploring similar areas.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-02-17
DOI
https://doi.org/10.5281/zenodo.18964619
Primary Topic
AI in Service Interactions
Type
article
Field-Weighted Citation Impact
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article

Enhancing the Benefits of Machine-Actionable DMPs with Generative AI

Rebecca Grady
Zenodo (CERN European Organization for Nuclear Research)
AI in Service Interactions
article

Enhancing the Benefits of Machine-Actionable DMPs with Generative AI

Rebecca Grady
article en

Abstract

This talk will explore how advancements in large language models can help review, write, and improve connections of machine-actionable data management plans. It will review ongoing initiatives at the California Digital Library to improve the benefits and easy burden of writing DMPs, while still keeping the human author as the authority. It will cover learnings and progress and tips for others exploring similar areas.

Zenodo (CERN European Organization for Nuclear Research)
University of California System (US)
Quality Education
Openalex Percentile: Top 30%
AI in Service Interactions
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