NVIDIA maps protein complexes for 2,800 viruses

NVIDIA, Google DeepMind, and EMBL-EBI released predicted 3D structures for protein complexes from more than 2,800 viruses through the AlphaFold Database dataset announcement. About 30% of the interactions are completely new to science, and NVIDIA published the BioNeMo Structure Prediction Pipeline so researchers can run structure prediction in bulk. Scientific-AI builders should treat this as an open hypothesis-generation layer, not clinical evidence; Enveda’s clinical-proof gate keeps discovery capital separate from validation.