Two methods aimed at accelerating biomarker discovery moved closer to practical lab workflows. Helmholtz Munich, TUM, and the University of Basel introduced MemBrain v2, an AI tool that automates 3D membrane mapping from cryo-electron tomography, cutting analysis from weeks to hours, in Nature Methods.