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

Nature, Published online: 09 September 2026; doi:10.1038/s41586-026-10876-yIn mice, a sparse population of sleep-active long-range inhibitory neurons in the neocortex promote widespread cortical synchronization and sleep, revealing a cortical mechanism that contributes to the regulation of sleep.

Nature, Published online: 09 September 2026; doi:10.1038/s41586-026-10997-4Evidence from Bianfu Cave shows specialized hunting, expedient stone-tool production and extensive bone use of Denisovans, providing new insights into their ecology, behaviour and cultural legacy in eastern Asia.

Nature, Published online: 09 September 2026; doi:10.1038/s41586-026-10468-wEight integrated mutational footprints collectively explain the mutational processes in 85% of primary prostate cancer genomes.

Nature, Published online: 09 September 2026; doi:10.1038/s41586-026-11003-7A proximity-mapping atlas defines tumour-associated proximity antigens, revealing disease-associated membrane spatial communities, and identifies EGFR–CDCP1 as a co-target pair that enhances tumour killing by multispecific therapeutics.

Nature, Published online: 07 September 2026; doi:10.1038/s41586-026-11103-4Author Correction: AhR inhibition promotes axon regeneration via a stress–growth switch