Genome Models Become Hypothesis Engines

Genome models can now predict regulatory effects and generate coherent sequences. The consequential idea begins after the prediction: connect the model to a lab that chooses controls, records uncertainty, screens for biosecurity risk, and learns only when an experiment—not another model—closes the loop.