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William Repetto

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#generative ai Sep 2026

Generative AI for NSF Grant Prewriting: Zero-Shot Protocol Prompting for Tactical Competitive Intelligence

Libraries are increasingly positioned to support faculty grant development, yet proposal-prewriting assistance remains uneven across institutions, particularly where research-development infrastructure is limited. This article presents a practical generative AI workflow for transforming publicly available National Scie...

William Repetto, Russell Michalak · 0 citations

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