Editors observe GenAI has improved surface correctness of manuscripts and increased submissions, but this does not lead to better research quality¶
Claim · All claims
Evidence · 1 study (2 entries) · qualitativer1–r2·q1
Currency · newest study 2025 · not yet checked against its sources · not reviewed by a person
Subclaims¶
Reading the evidence codes
q is the design tier, i the impact, n the sample, and the kind with its r
the rigour judged within that kind: what each code means.
This claim: no standardized effect is recorded in observations/ for it yet, so no benchmark reading is possible.
q1 i? A journal editor reports fewer manuscripts returned for language checking and an increased number of submissions, with apparent linguistic correctness not translating into better research quality. → Ugwuanyi 2025
q1 i? One contributor reports manuscript quality has improved because authors proofread and optimise drafts with AI, while finding AI-generated padding irritating. → Ugwuanyi 2025 (2)
Evidence¶
Ugwuanyi 2025¶
Ugwuanyi, K., Mair, C., Dovchin, S., Erdocia, I., Kuteeva, M., & Airemionkhale, E. (2025). Generative AI and linguistic diversity in academic writing and publishing: Perspectives from World Englishes. https://arxiv.org/abs/2607.28505 doi:10.48550/arxiv.2607.28505
q1 · i? · qualitative · r2
An editor's observational account in the dialogue: fewer manuscripts sent back for proofreading, more submissions, and much undeclared AI use. The editor cautions that "sheer quantity of manuscripts" in correct English does not improve research quality. Anecdotal, no systematic data.
"The sheer quantity of manuscripts written in what appears to be correct English does not lead to better quality of research."
Ugwuanyi 2025 (2)¶
Ugwuanyi, K., Mair, C., Dovchin, S., Erdocia, I., Kuteeva, M., & Airemionkhale, E. (2025). Generative AI and linguistic diversity in academic writing and publishing: Perspectives from World Englishes. https://arxiv.org/abs/2607.28505. doi:10.48550/arxiv.2607.28505
q1 · i? · qualitative · r1
A second editor/reviewer's observational account in the dialogue, judging quality improved through AI-assisted proofreading and optimisation, while objecting to AI-generated padding of trivial generalities. Anecdotal and contradicted in part by another contributor.
"Yes, the quality has improved, as many authors seem to have their drafts proofread and optimised in other ways."
Discussion¶
Related Claims¶
- AI language polishing alone can flip human-authored scholarly texts from human-classified to AI-classified — related
- AI-generated rewrites of cover letters were rated higher for writing quality and more likely to secure hypothetical interviews than rewrites by professional human editors — related
- Practicing with AI improved unassisted writing skill more than practicing with Google Search for cover letter examples and tips — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
genai-surface-quality-submission-quantity-not-quality |
title |
Editors observe GenAI has improved surface correctness of manuscripts and increased submissions, but this does not lead to better research quality |
description |
Editors observe GenAI has improved surface correctness of manuscripts and increased submissions, but this does not lead to better research quality |
status |
review |
evidence_strength |
weak |
newest_evidence |
2025 |
generated |
by process:wiki-ingest on 2026-10-10 |
trust |
unverified — no one has confirmed this page's content |
sources |
2 — ugwuanyi-2025, ugwuanyi-2025-2 |
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