Review Articles, Generative <scp>AI</scp> and the Remaking of Scholarly Infrastructure

Key Points GenAI exposes structural weaknesses in descriptive, template‐driven review formats. arXiv and AI‐native preprint platforms illustrate divergent infrastructural responses to AI‐generated content. Review articles function as knowledge infrastructure, not merely as summaries of prior work. Reflexive, agenda‐setting reviews remain resistant to automation and retain high editorial value. The future of review articles lies in function and interpretation, not volume or exhaustiveness.

Authors

Institutions

Publication Details

Journal
Learned Publishing
Published
2026-02-05
DOI
https://doi.org/10.1002/leap.2045
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Review Articles, Generative AI and the Remaking of Scholarly Infrastructure

Сергій Андрійович Назаровець, Yana Suchikova
Learned Publishing
Artificial Intelligence in Healthcare and Education
article

Review Articles, Generative AI and the Remaking of Scholarly Infrastructure

Сергій Андрійович Назаровець, Yana Suchikova
article en

Abstract

Key Points GenAI exposes structural weaknesses in descriptive, template‐driven review formats. arXiv and AI‐native preprint platforms illustrate divergent infrastructural responses to AI‐generated content. Review articles function as knowledge infrastructure, not merely as summaries of prior work. Reflexive, agenda‐setting reviews remain resistant to automation and retain high editorial value. The future of review articles lies in function and interpretation, not volume or exhaustiveness.

Learned PublishingVol. 39(2)
Borys Grinchenko Kyiv Metropolitan University (UA), Berdyansk State Pedagogical University (UA)
Industry, innovation and infrastructure
Openalex Percentile: Top 68%
Artificial Intelligence in Healthcare and Education
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.