Fundamental Limitations of Genomic Foundation Models for Sequence Generation

Feb 2026·
Ioannis Mouratidis
Ioannis Mouratidis
· 0 min read
Ioannis Mouratidis
Authors
Senior Research Engineer/Scientist Associate
Machine learning and genomics researcher with 35 publications (10 first or senior author). Co-founded AI-driven cancer biomarker startup, authored grants securing $4M+ in competitive funding and currently lead a 5-member team with a focus in developing novel computational methods and testing the capabilities and safety profiles of biological foundation models.