Source record

Published by arXiv cs.HC (T1 source). The original is at https://arxiv.org/abs/2607.16989.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

A real-world evaluation of a human-in-the-loop AI agent that drafts Translational Science Benefits Model impact summaries for 10 KL2/K12 scholars at one CTSA hub. Reviewers accepted or edited 81.7% of 507 findings, reducing per-scholar time from an estimated 15 hours to 14 minutes; usefulness rated 4.8/5.

Concrete deployment data on a human-in-the-loop agent replacing manual dossier assembly — usable as a pattern for similar administrative pipelines in research or grants offices.

Cited by

No citations on record.