SurfSpec: Enhancing Off-Target-Agnostic Specificity by Bounding Pocket-Ligand Geometric Mismatch
The episode discusses SurfSpec, an off-target-agnostic lead optimization framework. It improves drug design by making ligands fit the target pocket's physical space better through iterative geometric guidance. This method achieves high specificity and a zero clash rate without needing prior knowledge of off-target structures, offering a practical path for AI in molecular design.