Scholarly Writing
Overview
Covers AI tools that assist researchers in drafting, editing, proofreading, and improving scholarly manuscripts, journal articles, theses, and other research outputs. This area requires particular attention to research integrity — Sheffield policy requires transparent attribution of AI use at any stage of the research or writing process.
Tools in this area
| Tool | Vendor | Maturity | Status | Cost (GBP/yr) |
|---|---|---|---|---|
| grammarly | Grammarly Inc. | production-ready | trial | unknown |
| scispace | SciSpace | production-ready | trial | unknown |
| writefull | Writefull | production-ready | trial | unknown |
| prism | OpenAI | emerging | trial | unknown |
Landscape notes
Attribution requirement: All use of AI writing assistance must be transparently acknowledged per Sheffield research integrity and journal policies. This applies to all tools in this area.
Academically calibrated tools: writefull is trained on published research papers — more appropriate for manuscript preparation than general-purpose assistants like grammarly. Writefull’s Microsoft Word and Overleaf integrations suit different researcher workflows.
General-purpose tools: grammarly is widely used but not trained on academic literature. US data residency and unclear training policy are concerns — not recommended for unpublished research content.
prism (OpenAI): Insufficient information available at Q1 2026 — monitor for public availability and governance documentation.
EAL researchers: Tools like Writefull have particular value for researchers writing in English as an additional language, where scholarly register and phrasing are challenging.
Gap: No tool in this area addresses the substantive scientific quality of research writing — AI can improve language but cannot replace peer review.
Related capability areas
ideation-and-grant-writing · literature-review
Sprint history
- 2026-03-04: Initial population from Q1 2026 AI Landscape Map
Navigation
All capability areas: Ideation and Grant Writing · Literature Review · Hypothesis Generation · Data Collection · Automatic Transcription · Autonomous Laboratories · Data Analysis · Scholarly Writing · Qualitative Coding · Knowledge Bases · Research Data Management