When everyone writes like a pro: rethinking grant review in the age of AI
Abstract
Abstract Writing quality is no longer a reliable indicator of merit in grant review. AI tools make polished proposals common, forcing reviewers to focus on substance, feasibility, and verifiable evidence of applicants’ ideas. Well-designed systems can recognize genuine ideas rather than just carefully crafted applications.
Fields of Study & Subjects
Scientific Computing and Data Management
Expert finding and Q&A systems
Academic Publishing and Open Access
Publication details
- Journal / source
- Research Evaluation
- Publisher
- Oxford University Press (OUP)
- Volume
- 35
- Publication date
- 1 January 2026
- Language
- EN