Guiding large language models to predict edit sequences for molecular synthesizability optimization

Leveraging generative models to bridge the gap between theoretical drug design and real-world chemical synthesis

Nature Machine Intelligence, Published online: 23 September 2026; drug design often generates molecules that cannot be synthesized. Li and Lai show how large language models can predict precise structural edits to fix these molecules, o...

Nature Machine Intelligence2026-09-23