Rethinking bioinformatics expertise in the era of artificial intelligence
Abstract
Artificial intelligence (AI) is often framed as replacing scientific expertise, especially in bioinformatics. We argue instead that AI is a powerful accelerant whose value depends on expert guidance in design, data curation, interpretation, and governance. Because AI cannot judge biological meaning or verify scientific validity, bioinformaticians remain essential. Their role is shifting from workflow execution toward AI design, complex discovery, and responsible institutional leadership across research, translation, and clinical practice.
Fields of Study & Subjects
Genetics
Bioinformatics
and Biomedical Research
Artificial Intelligence in Healthcare and Education
Genomics and Rare Diseases
Publication details
- Journal / source
- npj Digital Medicine
- Publisher
- Springer Science and Business Media LLC
- Volume
- 9
- Issue
- 1
- Publication date
- 25 May 2026
- Language
- EN