When deploying frontier AI, the standard tech playbook typically favors raw scale and rapid, democratic distribution. However, when a model’s core competency shifts from writing copy to reasoning deeply about proteins, genomes, and cellular mechanisms, the traditional open-access model breaks down entirely. Dual-use biology—where the exact same...