Nature, Published online: 09 September 2026; doi:10.1038/s41586-026-11025-1

A generative committor-guided path-sampling framework reconstructs rare biomolecular transition pathways and reveals the underlying thermodynamics and kinetics without using predefined collective variables or brute-force sampling, at an acceptable computational cost.