Virtual Cells Need Better Measurements Before They Can Predict Cell Behavior
Biohub Head of Science Alex Rives argues that modeling cellular biology requires more than larger AI models: researchers need measurements that reveal how cells behave in context, alongside approaches suited to biology’s complexity. He describes the $1.8 billion partnership as a flagship effort within the broader Virtual Biology Initiative to coordinate data generation, including maps of hundreds of billions of cells. An information-level model of cell states is a nearer step toward a broader world model of life; whether such models can help identify therapeutic interventions remains an open question.
The Cognitive Revolution·Oct 20, 2026·14 min read
