Review Articles, Generative AI and the Remaking of Scholarly Infrastructure

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

Publication Details

Journal
Borys Grinchenko Kyiv University Institutional repository (Borys Grinchenko Kyiv University)
Published
2026-02-05
Primary Topic
Academic Publishing and Open Access
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

Y. Suchikova, S. Nazarovets
Borys Grinchenko Kyiv University Institutional repository (Borys Grinchenko Kyiv University)
Academic Publishing and Open Access
article

Review Articles, Generative AI and the Remaking of Scholarly Infrastructure

Y. Suchikova, S. Nazarovets
article en

Abstract

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.

Borys Grinchenko Kyiv University Institutional repository (Borys Grinchenko Kyiv University)
Industry, innovation and infrastructure
Openalex Percentile: Top 52%
Academic Publishing and Open Access
OpenAlex
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.

Review Articles, Generative AI and the Remaking of Scholarly Infrastructure — Y. Suchikova, S. Nazarovets · Borys Grinchenko Kyiv University Institutional repository (Borys Grinchenko Kyiv University) (2026) | TGRS Research Map | TGRS