The Chan Zuckerberg Biohub is organizing a $1.8 billion coalition with the U.S. government, Google and Meta to build the vast perturbation datasets needed for “virtual cell” models. Its first dataset is expected in roughly a year; useful predictive models may take five. Danaher says an autonomous antibody lab could open in early 2027, while Anthropic has established a wet lab. The sober constraint is decisive: a model can suggest what a cell might do, but a bench experiment still determines whether the claim survives contact with biology. The platform opportunity is therefore in the closed loop—standardized assays, robotics, provenance and error analysis—not merely a larger biological language model. Reuters