Cryo-electron tomography can now photograph molecular machines inside intact cells — the dream of ‘visual proteomics,’ a molecular atlas built straight from images. The microscope was never the bottleneck; recognizing thousands of faint particles in a noisy 3D volume is. This week that job is being handed to AI and an open, crowdsourced community.