npj Digital Medicine, Published online: 24 March 2026; doi:10.1038/s41746-026-02560-2

Boosting foundation models for rare eye disease diagnosis via a multimodal text-to-image generative framework

LUMI lab is a foundation model-driven self-driving platform that autonomously discovers ionizable lipids for mRNA delivery. Iterative active learning uncovered brominated tails as a potent structural motif that enables efficient and safe pulmonary mRNA delivery.